DSS Challenge 1
Alexandra B-K
7/11/2020
Load Required Packages
library(Amelia)
library(ggplot2)
library(tidyr)
library(dplyr)
library(ggthemes)
library(ggpubr)
library(FSA)
library(ggcorrplot)Load Data, Basic Info
edu <- read.csv("/Users/basilaka/Desktop/dss/dss_challenge1/ed_kaggle.csv", na.strings = c("")) #fill in NA where black but clearly missing data
edu <- subset(edu, select = -Comments) #removed 'Comments' for now
# observations: 8625 - lots of missing data after removing outliers: 8297 after
# removing NA from department and overall pay: 2477Remove extraneous things ($, commas, etc)
edu$Overall.Pay <- gsub("\\$", "", edu$Overall.Pay)
edu$Overall.Pay <- gsub(",", "", edu$Overall.Pay)
edu$Overall.Pay <- gsub("-", "", edu$Overall.Pay) #assuming negative pay is an error...
edu$Program.Year <- gsub("st", "", edu$Program.Year)
edu$Program.Year <- gsub("nd", "", edu$Program.Year)
edu$Program.Year <- gsub("rd", "", edu$Program.Year)
edu$Program.Year <- gsub("th", "", edu$Program.Year)
str(edu)## 'data.frame': 8625 obs. of 10 variables:
## $ University : chr "University of California - Davis (UCD)" "University of Southern California (USC)" NA "Harvard University (HU)" ...
## $ Department : chr "Philosophy" "Biology" NA "Engineering " ...
## $ Overall.Pay : chr "21900" "35000" "25000" "36000" ...
## $ LW.Ratio : num 0.91 1.35 NA 1.26 1.26 0.91 NA NA 1.23 NA ...
## $ Academic.Year : chr "2020-2021" "2020-2021" "2020-2021" "2020-2021" ...
## $ Program.Year : chr "1" "3" NA "1" ...
## $ X12.M.Gross.Pay: chr NA "$35,000" NA "$36,000" ...
## $ X9.M.Gross.Pay : chr "$21,900" NA "$22,000" NA ...
## $ X3.M.Gross.Pay : chr NA NA "$3,000" NA ...
## $ Fees : chr NA NA NA NA ...edu$Overall.Pay <- as.numeric(edu$Overall.Pay)
summary(edu)## University Department Overall.Pay LW.Ratio
## Length:8625 Length:8625 Min. : 1 Min. :-34.010
## Class :character Class :character 1st Qu.: 19200 1st Qu.: 0.850
## Mode :character Mode :character Median : 25000 Median : 1.100
## Mean : 25579 Mean : 1.076
## 3rd Qu.: 30456 3rd Qu.: 1.300
## Max. :994000 Max. : 40.970
## NA's :21 NA's :901
## Academic.Year Program.Year X12.M.Gross.Pay X9.M.Gross.Pay
## Length:8625 Length:8625 Length:8625 Length:8625
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
## X3.M.Gross.Pay Fees
## Length:8625 Length:8625
## Class :character Class :character
## Mode :character Mode :character
##
##
##
## fig1 <- ggplot(edu, aes(x = Program.Year, y = Overall.Pay)) + geom_boxplot() # look at the outliers!
fig1
# remove those outliers
boxplot(edu$Overall.Pay)
boxplot(edu$Overall.Pay)$out
## [1] 51000 48636 1600 1500 2200 90000 2300 1850 1850 1000
## [11] 1000 48100 250 53600 900 101280 1850 122272 1975 1880
## [21] 20 51142 1600 51000 51000 1490 500000 440000 1900 52000
## [31] 1000 800 63000 68000 49960 1550 60000 800 1500 1666
## [41] 2058 1984 50000 2222 1897 53000 57000 69500 319940 51900
## [51] 56000 1100 1100 1100 1100 2300 100000 2300 900 250000
## [61] 1714 1864 1308 1800 48000 53000 60000 1862 1862 2200
## [71] 1475 1500 2000 2000 785 1958 80 2100 2083 1500
## [81] 80000 1350 500 800 2200 2050 120000 1790 60000 60000
## [91] 1600 1440 1400 90 1064 1300 1300 1800 95000 2250
## [101] 2100 2100 1400 2150 1264 1800 1195 179950 100000 1300
## [111] 1950 2000 1800 1800 1000 90000 90000 90000 1850 1700
## [121] 350000 2100 994000 63700 1702 600 1750 1043 900000 119
## [131] 192840 230000 2100 2100 949 1512 300000 1200 80816 2022
## [141] 2100 57375 2000 237 517 1700 718 1495 50000 1100
## [151] 865 70000 1043 2000 58000 2000 2250 313 310000 2048
## [161] 51200 48000 1070 1070 1000 56000 2085 886 1065 47393
## [171] 48000 52695 76364 620 200 48474 2170 49000 2000 1400
## [181] 2083 1500 48000 48500 168400 60000 1675 47844 48420 50000
## [191] 61000 48000 48426 50000 340000 47487 75500 50000 1815 149940
## [201] 1735 85000 2300 1950 1524 300 1 2080 60000 1172
## [211] 1172 1172 1018 59999 59999 1740 210000 2300 2243 52000
## [221] 1617 77400 697 1500 275000 1200 1327 187000 1340 1300
## [231] 2166 300000 1950 792 20 1577 48000 1460 1900 2208
## [241] 50000 2000 1880 1581 1000 650 145000 15 2000 1109
## [251] 8 1500 1500 500 500 84000 47500 1600 90000 1462
## [261] 52000 1738 750 50000 1800 2282 2025 500 2060 990
## [271] 640 80 1500 65000 1025 1691 1000 1000 555 48000
## [281] 291000 2000 1600 2222 500 1550 1650 1600 500 2200
## [291] 48600 1500 1765 1900 1800 1800 1500 1630 500 200000
## [301] 73344 2200 75000 1152 1300 1500 1600 1200 2200 300
## [311] 900 680 2000 500 2100 469 4 48083 65000 65000
## [321] 71000 2140 2130 1650 2050 600 1850 220000boxplot(edu$Overall.Pay, plot = FALSE)$out## [1] 51000 48636 1600 1500 2200 90000 2300 1850 1850 1000
## [11] 1000 48100 250 53600 900 101280 1850 122272 1975 1880
## [21] 20 51142 1600 51000 51000 1490 500000 440000 1900 52000
## [31] 1000 800 63000 68000 49960 1550 60000 800 1500 1666
## [41] 2058 1984 50000 2222 1897 53000 57000 69500 319940 51900
## [51] 56000 1100 1100 1100 1100 2300 100000 2300 900 250000
## [61] 1714 1864 1308 1800 48000 53000 60000 1862 1862 2200
## [71] 1475 1500 2000 2000 785 1958 80 2100 2083 1500
## [81] 80000 1350 500 800 2200 2050 120000 1790 60000 60000
## [91] 1600 1440 1400 90 1064 1300 1300 1800 95000 2250
## [101] 2100 2100 1400 2150 1264 1800 1195 179950 100000 1300
## [111] 1950 2000 1800 1800 1000 90000 90000 90000 1850 1700
## [121] 350000 2100 994000 63700 1702 600 1750 1043 900000 119
## [131] 192840 230000 2100 2100 949 1512 300000 1200 80816 2022
## [141] 2100 57375 2000 237 517 1700 718 1495 50000 1100
## [151] 865 70000 1043 2000 58000 2000 2250 313 310000 2048
## [161] 51200 48000 1070 1070 1000 56000 2085 886 1065 47393
## [171] 48000 52695 76364 620 200 48474 2170 49000 2000 1400
## [181] 2083 1500 48000 48500 168400 60000 1675 47844 48420 50000
## [191] 61000 48000 48426 50000 340000 47487 75500 50000 1815 149940
## [201] 1735 85000 2300 1950 1524 300 1 2080 60000 1172
## [211] 1172 1172 1018 59999 59999 1740 210000 2300 2243 52000
## [221] 1617 77400 697 1500 275000 1200 1327 187000 1340 1300
## [231] 2166 300000 1950 792 20 1577 48000 1460 1900 2208
## [241] 50000 2000 1880 1581 1000 650 145000 15 2000 1109
## [251] 8 1500 1500 500 500 84000 47500 1600 90000 1462
## [261] 52000 1738 750 50000 1800 2282 2025 500 2060 990
## [271] 640 80 1500 65000 1025 1691 1000 1000 555 48000
## [281] 291000 2000 1600 2222 500 1550 1650 1600 500 2200
## [291] 48600 1500 1765 1900 1800 1800 1500 1630 500 200000
## [301] 73344 2200 75000 1152 1300 1500 1600 1200 2200 300
## [311] 900 680 2000 500 2100 469 4 48083 65000 65000
## [321] 71000 2140 2130 1650 2050 600 1850 220000outliers <- boxplot(edu$Overall.Pay, plot = FALSE)$out
# print(outliers) outli <- edu[which(edu$Overall.Pay %in% outliers),]
edu <- edu[-which(edu$Overall.Pay %in% outliers), ] #yields 8297 remaining
boxplot(edu$Overall.Pay)
print(ggplot(edu, aes(x = Program.Year, y = Overall.Pay)) + geom_boxplot())
Visualize NAs
missmap(edu, col = c("yellow", "black"))
# then filter NA from Department and Overall Pay (variables of interest)
edu <- edu %>% drop_na(Department, Overall.Pay)Remove nonwords
library("qdapRegex")
rm_non_words(edu$Department, trim = TRUE, clean = TRUE, pattern = "@rm_non_words",
replacement = " ", extract = FALSE, dictionary = getOption("regex.library"))## [1] "Philosophy"
## [2] "Biology"
## [3] "Engineering"
## [4] "Engineering"
## [5] "Sociology"
## [6] "Business"
## [7] "BME"
## [8] "BME"
## [9] "Law"
## [10] "Biology"
## [11] "Integrative Biology"
## [12] "Computational Science"
## [13] "Chemistry"
## [14] "Statistics"
## [15] "Statistics"
## [16] "Space Sciences"
## [17] "College of Education and Human Development"
## [18] "Accounting"
## [19] "Neuroscience"
## [20] "Electrical and Computer Engineering"
## [21] "Mathematics"
## [22] "Graduate School of Arts and Sciences"
## [23] "Mechanical"
## [24] "English"
## [25] "Pharmaceutical Sciences"
## [26] "Robotics Institute"
## [27] "Chemistry"
## [28] "College of Communication and Infromation"
## [29] "College of Communication and Infromation"
## [30] "Neuroscience"
## [31] "Clinical Psychology"
## [32] "Neurobiology"
## [33] "Chemistry"
## [34] "Physics"
## [35] "Biological Sciences"
## [36] "Physics"
## [37] "French"
## [38] "Sociology"
## [39] "Chemical engineering"
## [40] "Geography"
## [41] "chemistry"
## [42] "Computer Science"
## [43] "Computer Science and Engineering"
## [44] "Physics"
## [45] "Biomedical Sciences"
## [46] "Chemistry"
## [47] "Chemical Engineering"
## [48] "Cancer Biology"
## [49] "Civil and Environmental Engineering"
## [50] "Chemistry"
## [51] "Neuroscience"
## [52] "Statistics"
## [53] "Computer Science"
## [54] "Computer Science"
## [55] "Applied Clinical Research"
## [56] "English"
## [57] "Rehabilitation Sciences"
## [58] "Chemical Engineering"
## [59] "Chemistry"
## [60] "Chemistry"
## [61] "Chemistry"
## [62] "Computer Science"
## [63] "Computer science"
## [64] "EEOB"
## [65] "Physics"
## [66] "Applied Physics"
## [67] "IBMS"
## [68] "Chemistry"
## [69] "Molecular Medicine"
## [70] "English"
## [71] "Department of Music Musicology"
## [72] "Earth and atmospheric science"
## [73] "Earth and Planetary Science"
## [74] "Molecular Biology"
## [75] "Biomedical Sciences Doctoral Portal"
## [76] "Biological Sciences in Public Health"
## [77] "Materials Science and Engineering"
## [78] "Materials Science and Engineering"
## [79] "Chemistry and Biochemistry"
## [80] "Materials Science and Engineering"
## [81] "Computer Science"
## [82] "Molecular medicine"
## [83] "Economics"
## [84] "biomedical sciences"
## [85] "Psychology"
## [86] "History"
## [87] "Aerospace Engineering"
## [88] "Astronomy"
## [89] "Chemical Engineering"
## [90] "information system"
## [91] "Division of Social Science"
## [92] "Plant pathology"
## [93] "GEMS"
## [94] "Economics"
## [95] "Mechanical Engineering"
## [96] "Biological Science"
## [97] "Computer Science"
## [98] "Communication"
## [99] "Biology Ecology Evolution and Organismal Biology"
## [100] "NRES"
## [101] "Pharmaceutical Health Services Research PHSR"
## [102] "bioscience"
## [103] "Mathematics"
## [104] "MEIS"
## [105] "Linguistics"
## [106] "Film and Digital Media"
## [107] "Urban Studies and Planning"
## [108] "Education"
## [109] "Geosciences"
## [110] "Biomedical Sciences"
## [111] "Medicinal Chemistry Department"
## [112] "Psychology"
## [113] "Physics"
## [114] "Electrical And Computer Engineering"
## [115] "Biomedical Science"
## [116] "Theater and Performance Studies"
## [117] "Engineering"
## [118] "Mechanical Engineering"
## [119] "Machine Learning PhD Program Home Dept ECE"
## [120] "Medicine"
## [121] "Computer Science"
## [122] "Applied Plant Sciences"
## [123] "Chemistry"
## [124] "biotechnology"
## [125] "School of Computing"
## [126] "Aerospace Engineering"
## [127] "Civil Engineering"
## [128] "Civil Engineering"
## [129] "Chemical Physical Biology"
## [130] "Clinical Psychology"
## [131] "Psychology"
## [132] "physics"
## [133] "Neuroscience"
## [134] "Biomedical Engineering"
## [135] "Educational Psychology"
## [136] "Sociology"
## [137] "Sociology"
## [138] "math"
## [139] "Biology"
## [140] "Psychology"
## [141] "Psychology"
## [142] "Psychology"
## [143] "Psychology"
## [144] "Psychology"
## [145] "Psychology"
## [146] "ISTD"
## [147] "Religion"
## [148] "Physics"
## [149] "Bioengineering"
## [150] "Mechanical Engineering"
## [151] "Aerospace Department"
## [152] "Biophysics"
## [153] "Media"
## [154] "geography"
## [155] "Physics"
## [156] "Engineering"
## [157] "Industrial Engineering MS"
## [158] "Computer Science PhD"
## [159] "Computer Science"
## [160] "Computer Science"
## [161] "Computer Science"
## [162] "Geological Sciences"
## [163] "Linguistics"
## [164] "Mechanical"
## [165] "Accounting"
## [166] "Physics"
## [167] "History"
## [168] "Aerospace"
## [169] "Aerospace"
## [170] "Program in Biomedical Sciences"
## [171] "EE PhD"
## [172] "Religious Studies"
## [173] "Computer Science"
## [174] "Spanish"
## [175] "Biomedical Engineering"
## [176] "Phd Matketing"
## [177] "Mechanical Engineering"
## [178] "Health Sciences Integrated PhD Program"
## [179] "Industrial and manufacturing engineering"
## [180] "Industrial and manufacturing engineering"
## [181] "Chemistry"
## [182] "Chemistry"
## [183] "Biological Sciences"
## [184] "Natural Resources"
## [185] "Geography"
## [186] "Political Science"
## [187] "Sociology"
## [188] "Physics"
## [189] "materials science"
## [190] "Management information systems"
## [191] "Management information systems"
## [192] "Computational Science"
## [193] "earth and environmental science"
## [194] "Economics Stern"
## [195] "Political Science"
## [196] "Anthropology"
## [197] "Bioinformatics and Systems Biology"
## [198] "Neuroscience"
## [199] "Mechanical Engineering"
## [200] "Land and Atmospheric Science LAAS"
## [201] "Anthropology"
## [202] "philosophy"
## [203] "Mechanical Engineering"
## [204] "Psychology"
## [205] "Biomedical engineering"
## [206] "Economics"
## [207] "Civil Engineering"
## [208] "Theater and Performance"
## [209] "PIBS Microbiology Immunology"
## [210] "PIBS Microbiology Immunology"
## [211] "PIBS Microbiology Immunology"
## [212] "Geology"
## [213] "Systems and Industrial Engineering"
## [214] "GPP"
## [215] "Computer Science PhD"
## [216] "Health services Research"
## [217] "Political Science"
## [218] "Chemistry and Biochemistry"
## [219] "Chemistry and Biochemistry"
## [220] "Mechanical Engineering"
## [221] "Computer Science"
## [222] "Engineering and Computer Science"
## [223] "Computer Science"
## [224] "Education Policy and Leadership"
## [225] "Chemistry"
## [226] "Electrical and Computer Engineering ECE"
## [227] "Mathematics"
## [228] "Bioengineering"
## [229] "Philosophy"
## [230] "Geography"
## [231] "Communication Studies"
## [232] "Epidemiology"
## [233] "College of Medicine"
## [234] "mechanical"
## [235] "Nuclear Engineering"
## [236] "civil and environmental engineering department"
## [237] "Computer Science"
## [238] "ECE"
## [239] "stern business"
## [240] "Psychology"
## [241] "Spanish"
## [242] "Civil and Environmental Engineering and Earth Sciences"
## [243] "Computer and Information Science"
## [244] "civil engineering"
## [245] "Environmental Engineering"
## [246] "Electrical Engineering and Computer Science"
## [247] "Civil and Environmental Engineering"
## [248] "Computer Science"
## [249] "Mathematics"
## [250] "PULSe"
## [251] "Education Administration"
## [252] "Educational Studies and Human Ecology"
## [253] "Educational Studies and Human Ecology"
## [254] "Religion"
## [255] "Health Behavior"
## [256] "Health Policy"
## [257] "Electrical and Computer Engineering"
## [258] "Sociology"
## [259] "Sociology"
## [260] "sociology"
## [261] "Social Work"
## [262] "Sociology"
## [263] "Biomedical Engineering"
## [264] "Economics"
## [265] "Macromolecular Science and Engineering"
## [266] "Business"
## [267] "Molecular and Computational Biology"
## [268] "Molecular and Computational Biology"
## [269] "Molecular and Computational Biology"
## [270] "Molecular and Computational Biology"
## [271] "Molecular and Computational Biology"
## [272] "Film Studies"
## [273] "I O Psychology"
## [274] "EFB"
## [275] "Economics"
## [276] "Anthropology"
## [277] "Politics"
## [278] "Chemistry"
## [279] "Chemistry"
## [280] "Biochemistry"
## [281] "Chemistry"
## [282] "Computer Science"
## [283] "Institute of Bioinformatics"
## [284] "Materials Science and Engineering"
## [285] "Materials Science and Engineering"
## [286] "Materials Science and Engineering"
## [287] "Materials Science and Engineering"
## [288] "political science"
## [289] "Ecology and Evolution"
## [290] "Psychological Brain Sciences"
## [291] "Divinity PhD"
## [292] "Materials Science and Engineering"
## [293] "Mechanical Engineering"
## [294] "Electrical and Systems Engineering"
## [295] "Health Behavior"
## [296] "Criminal Justice"
## [297] "BMB"
## [298] "Chemistry"
## [299] "Electrical and Computer Engineering"
## [300] "VisualArts"
## [301] "Chemistry"
## [302] "Bioengineering"
## [303] "biological geological and environmental sciences"
## [304] "Computer Science"
## [305] "ECE"
## [306] "Epidemiology"
## [307] "Pharmacology"
## [308] "Pharmacology"
## [309] "Biomedical Data Science and Informatics"
## [310] "Biomedical Data Science and Informatics"
## [311] "Biomedical Data Science and Informatics"
## [312] "Chemical and Biological Engineering"
## [313] "Anthropology"
## [314] "Economics"
## [315] "Economics"
## [316] "Economics"
## [317] "Economics"
## [318] "Economics"
## [319] "Anthropology"
## [320] "Linguistics"
## [321] "Electrical Engineering"
## [322] "Computer Science"
## [323] "Computer Science Department"
## [324] "Neuroscience"
## [325] "Biology"
## [326] "History"
## [327] "Data Science and Analytics"
## [328] "Biology"
## [329] "BIOLOGY"
## [330] "Chemical Engineering"
## [331] "Chemical Engineering"
## [332] "Molecular and Cellular Biology"
## [333] "statistics"
## [334] "Biomedical Sciences"
## [335] "Biochemistry"
## [336] "electrical eng"
## [337] "animal science"
## [338] "Mechanical Engineering and Materials Science"
## [339] "Sociology"
## [340] "Mechanical Engineering"
## [341] "sociology"
## [342] "Ecosystem Sci Society Ctr"
## [343] "Ecosystem Sci Society Ctr"
## [344] "Hispanic studies"
## [345] "economics"
## [346] "political science"
## [347] "political science"
## [348] "political science"
## [349] "Communications"
## [350] "Political Science"
## [351] "Political Science"
## [352] "Political Science"
## [353] "Chemistry"
## [354] "Political Science"
## [355] "Physics"
## [356] "Physics"
## [357] "Ceem"
## [358] "Engineering Physics"
## [359] "Political Science"
## [360] "structural engineering"
## [361] "Electrical and Computer Engineering"
## [362] "Statistics"
## [363] "Biostatistics"
## [364] "Comparative Studies"
## [365] "Sustainability"
## [366] "Statistics"
## [367] "Chemical Engineering"
## [368] "Math"
## [369] "Math"
## [370] "Biology"
## [371] "Biomedical Engineering"
## [372] "Environmental Engineering"
## [373] "Communication"
## [374] "Materials Science Engineering"
## [375] "Biosciences"
## [376] "Advertising"
## [377] "Interdiciplinary Ecology"
## [378] "Sociology"
## [379] "human development and family studies"
## [380] "IDI"
## [381] "Biology"
## [382] "Electrical and Computer Engineering"
## [383] "Human Genetics Kyoto McGill Genomic Medicine"
## [384] "Biological and Biomedical Sciences IGP Human Genetics"
## [385] "Statistics"
## [386] "Biosciences Human Genetics"
## [387] "Biosciences Genetics"
## [388] "Computational Biology"
## [389] "MCB"
## [390] "molecular and cellular biology"
## [391] "ECE"
## [392] "Chemistry and Biochemistry"
## [393] "Chemistry and Biochemistry"
## [394] "Graduate School of Education"
## [395] "media and information"
## [396] "Sloan"
## [397] "Clinical Psychology"
## [398] "Economics"
## [399] "Environmental Engineering"
## [400] "Electrical Engineering"
## [401] "sociology"
## [402] "Mechanical Engineering"
## [403] "Civil and Coastal engineering"
## [404] "Earth and Environmental Science"
## [405] "BIOMEDICAL ENGINEERING"
## [406] "Geosciences"
## [407] "Chemistry"
## [408] "Developmental Psychology"
## [409] "Chemical and Biomolecular Engineering"
## [410] "Chemistry and Biochemistry"
## [411] "biomedical"
## [412] "biomedical"
## [413] "Communication"
## [414] "Chemistry"
## [415] "pharmaceutics"
## [416] "educational studies"
## [417] "Biochemistry"
## [418] "American Studies"
## [419] "Tandon Computer Science"
## [420] "Tandon Computer Science"
## [421] "Music Composition"
## [422] "Politics and International Relations"
## [423] "Computer Science"
## [424] "Computer Science"
## [425] "Materials Science and Engineering"
## [426] "School of Natural Resources and the Environment"
## [427] "immunotherapy"
## [428] "Cognitive Science"
## [429] "Chemistry Chemical Biology"
## [430] "Ethnic Studies"
## [431] "Counseling Psychology"
## [432] "Biomedical Sciences Graduate Program"
## [433] "Biomedical Sciences Graduate Program"
## [434] "Micro"
## [435] "Microbiology"
## [436] "Design"
## [437] "Metallurgical and materials engineering"
## [438] "Civil and Environmental Engineering"
## [439] "Biological Sciences"
## [440] "Bioengineering"
## [441] "Occupational science"
## [442] "Engineering Education"
## [443] "Electrical and Computer Engineering"
## [444] "History"
## [445] "Engineering Education"
## [446] "english"
## [447] "Human Development and Family Studies"
## [448] "Chemical Engineering"
## [449] "Chemistry"
## [450] "Policy Analysis and Management"
## [451] "nursing"
## [452] "Global urban studies"
## [453] "Mechanical Engineer"
## [454] "Complex Systems and Brain Sciences Ph D"
## [455] "Mechanical Engineering and Materials Science"
## [456] "DBBS"
## [457] "College of Communication"
## [458] "Public Affairs"
## [459] "Linguistics"
## [460] "Computer Science"
## [461] "Sociology"
## [462] "Biomedical Engineering"
## [463] "Electrical and Computer Engineering"
## [464] "Marine Science"
## [465] "Electrical Engineering"
## [466] "Biostatistics"
## [467] "Statistics"
## [468] "Philosophy"
## [469] "Statistics"
## [470] "Wellcome Trust PhD Regenerative Medicine"
## [471] "Physics"
## [472] "Mathematics"
## [473] "Mathematics"
## [474] "Chemistry"
## [475] "Chemistry"
## [476] "Social Work"
## [477] "Risk and Insurance"
## [478] "Business"
## [479] "Management"
## [480] "Driskill Graduate Program"
## [481] "Statistics"
## [482] "Physics"
## [483] "Pharmacology"
## [484] "PNP"
## [485] "electrical and computer engineering"
## [486] "Neuroscience"
## [487] "Social Work"
## [488] "Education"
## [489] "Experimental Psychology"
## [490] "chemistry"
## [491] "Electrical Computing Engineering"
## [492] "Cell and Molecular biology"
## [493] "Medical genetics"
## [494] "Psychology"
## [495] "Psychology"
## [496] "Food Science"
## [497] "Computer Science"
## [498] "Computer Science"
## [499] "Biomedical engineering"
## [500] "Psychology"
## [501] "Epidemiology"
## [502] "Epidemiology"
## [503] "Mechanical Engineering"
## [504] "Psychology"
## [505] "Neuroscience"
## [506] "Biomedical Informatics"
## [507] "Physics and Astronomy"
## [508] "Sociology"
## [509] "Sociology"
## [510] "Sociology"
## [511] "Sociology"
## [512] "ME"
## [513] "MEAM GRASP"
## [514] "Clinical Psychology"
## [515] "Physics And Astronomy"
## [516] "Journalism and Mass Communication"
## [517] "statistics"
## [518] "political science"
## [519] "Anthropology"
## [520] "Anthropology"
## [521] "Biomedical Sciences"
## [522] "History"
## [523] "History PhD"
## [524] "History PhD"
## [525] "Political Science"
## [526] "system engineering"
## [527] "Ecology Evolution and Organismal Biology"
## [528] "Epidemiology and Human Genetics"
## [529] "Earth and Planetary Science"
## [530] "Harris Public Policy"
## [531] "Electrical Engineering"
## [532] "Art History"
## [533] "biology"
## [534] "Economics"
## [535] "Economics"
## [536] "Economics"
## [537] "Economics"
## [538] "CSE"
## [539] "biomedical engineering"
## [540] "Biomedical Engineering"
## [541] "Applied plant sciences"
## [542] "Chemical and Biomolecular Engineering"
## [543] "Chemistry Biochemistry"
## [544] "Duke University"
## [545] "economics"
## [546] "BBS"
## [547] "Comparative Literature"
## [548] "Pharmacy Practice"
## [549] "mechanical engineering"
## [550] "English"
## [551] "Clinical Psychology"
## [552] "Clinical Psychology"
## [553] "Clinical Psychology"
## [554] "Clinical Psychology"
## [555] "Clinical Psychology"
## [556] "Clinical Psychology"
## [557] "Clinical Psychology"
## [558] "Clinical Psychology"
## [559] "Clinical Psychology"
## [560] "Computer Science"
## [561] "Computer Science"
## [562] "Physics"
## [563] "Physics"
## [564] "Integrative and Conservation Biology"
## [565] "Electrical engineering"
## [566] "Epidemiology"
## [567] "Epidemiology"
## [568] "Microbiology"
## [569] "Microbiology Graduate Group"
## [570] "Geosciences"
## [571] "Computer Science"
## [572] "Sociology PhD"
## [573] "Graduate School of Education PhD in Education"
## [574] "Electrical and Computer Engineering"
## [575] "Criminology Law Society"
## [576] "Electrical engineering"
## [577] "Economics"
## [578] "History"
## [579] "Microbiology"
## [580] "political science"
## [581] "political science"
## [582] "economics"
## [583] "economics"
## [584] "English"
## [585] "Statistics"
## [586] "Statistics"
## [587] "Statistics"
## [588] "Operation Management"
## [589] "Operation Management"
## [590] "Chemical Engineering"
## [591] "English"
## [592] "Computer Science"
## [593] "Integrative Biology"
## [594] "Integrative Biology"
## [595] "Integrative Biology"
## [596] "civil Engineering"
## [597] "math"
## [598] "business"
## [599] "Imaging Science"
## [600] "Bioengineering PhD"
## [601] "Bioengineering PhD"
## [602] "Bioengineering PhD"
## [603] "Bioengineering"
## [604] "Bioengineering"
## [605] "Educational Psychology"
## [606] "Political Science"
## [607] "History"
## [608] "History"
## [609] "History"
## [610] "History"
## [611] "psychology"
## [612] "English"
## [613] "Philosophy"
## [614] "Comparative Biomedical Sciences"
## [615] "MCDB"
## [616] "Biological sciences"
## [617] "history"
## [618] "history"
## [619] "sociology"
## [620] "economics"
## [621] "Anthropology"
## [622] "chemistry"
## [623] "Philosophy"
## [624] "nursing"
## [625] "Genetics"
## [626] "Philosophy PhD"
## [627] "Linguistics"
## [628] "Nursing"
## [629] "Materials Science and Engineering"
## [630] "Clinical Psychology"
## [631] "Law and Economics Ph D"
## [632] "Program for Applied and Computation Mathematics PACM"
## [633] "Biology"
## [634] "Annenberg Communication"
## [635] "Astronomy"
## [636] "Biology"
## [637] "ECE"
## [638] "East Asian Studies"
## [639] "East Asian Studies"
## [640] "population health sciences Epidemiology"
## [641] "Mathematics"
## [642] "Communication"
## [643] "Computer Science"
## [644] "plant and microbial biology"
## [645] "Sociology"
## [646] "Higher Education"
## [647] "Chemical Biological and Environmental Engineering"
## [648] "Geoscience"
## [649] "Biology"
## [650] "Earth"
## [651] "History"
## [652] "Political Science"
## [653] "Journalism"
## [654] "NPRE"
## [655] "Spanish"
## [656] "Mathematics"
## [657] "political Science"
## [658] "Political Science"
## [659] "Math"
## [660] "Genetics"
## [661] "Microbiology"
## [662] "Business"
## [663] "Finance"
## [664] "east asian"
## [665] "Political Science"
## [666] "History"
## [667] "Federal Grant"
## [668] "Statistics"
## [669] "Math"
## [670] "Bioengineering"
## [671] "Agricultural Economics"
## [672] "English"
## [673] "Neuroscience"
## [674] "IMB"
## [675] "Cell biology"
## [676] "Sociology"
## [677] "ECE"
## [678] "Economics"
## [679] "Sackler"
## [680] "Psychology"
## [681] "Urban Planning"
## [682] "Watson school"
## [683] "Watson school of biological sciences"
## [684] "Aerospace Engineering"
## [685] "Chemistry"
## [686] "Chemistry"
## [687] "Toxicology"
## [688] "Education"
## [689] "Electrical Engineering"
## [690] "English"
## [691] "English"
## [692] "Cinema Media Studies"
## [693] "Bioengineering"
## [694] "School of Information Science"
## [695] "School of Information Science"
## [696] "School of Information Science"
## [697] "Physiology Cell and Molecular Biology"
## [698] "Neuroscience"
## [699] "Neurologia Neurociencias"
## [700] "Business"
## [701] "School of Behavioral and Brain Science"
## [702] "Business"
## [703] "English Creative Writing"
## [704] "Materials Science and Engineering"
## [705] "Mechanical Engineering and Materials Science"
## [706] "Sociology"
## [707] "Biomedical Engineering"
## [708] "Applied Mathematics Statistics and Scientific Computation"
## [709] "Department of Informatics"
## [710] "Communications"
## [711] "Communications"
## [712] "Nuclear Engineering"
## [713] "ECE"
## [714] "Risk and Insurance"
## [715] "Chemical and Biological Engineering"
## [716] "Earth and Environmental Sciences"
## [717] "melc"
## [718] "Journalism and media studies"
## [719] "Journalism and media studies"
## [720] "International Political Economy"
## [721] "Music"
## [722] "Music"
## [723] "History of Science Technology and Medicine"
## [724] "Physics"
## [725] "Sociology"
## [726] "Cognition and Perception"
## [727] "American Studies"
## [728] "Education"
## [729] "history"
## [730] "Electrical Engineering and Computer Science EECS"
## [731] "Electrical and Computer Engineering ECE"
## [732] "Graduate School of Arts and Sciences"
## [733] "Graduate School of Arts and Sciences"
## [734] "Bioengineering"
## [735] "Biomedical engineering"
## [736] "political science"
## [737] "Music M M Conducting"
## [738] "Pharmacology and Physiology"
## [739] "Physiology Biophysics Systems Biology"
## [740] "Chemistry"
## [741] "Aerospace Engineering"
## [742] "Philosophy"
## [743] "Political Science"
## [744] "Sociology"
## [745] "Sociology"
## [746] "Communications"
## [747] "Chemistry and Biochemistry"
## [748] "Environmental and Plant Biology"
## [749] "Graduate College"
## [750] "Mechanical Engineering"
## [751] "Human Pathophysiology and Translational Medicine"
## [752] "Environment"
## [753] "Astronomy"
## [754] "Watson School of Biological Sciences"
## [755] "Computer Science"
## [756] "Biological Sciences"
## [757] "School of Nursing"
## [758] "School of Nursing"
## [759] "School of Nursing"
## [760] "Industrial Engineering"
## [761] "Clinical Psychology"
## [762] "EDS"
## [763] "School of Medicine"
## [764] "Geography"
## [765] "English"
## [766] "Accounting"
## [767] "Obstetrics and Gynaecology"
## [768] "Computer Science PhD"
## [769] "Sociology"
## [770] "School of Communication and Information"
## [771] "Psychology"
## [772] "Education"
## [773] "English and Comparative Literature"
## [774] "Tetrad"
## [775] "IST"
## [776] "English"
## [777] "Political Science"
## [778] "Business Analytics"
## [779] "Math"
## [780] "Sociology"
## [781] "Spanish Literature"
## [782] "Computer Science"
## [783] "Informatics"
## [784] "Architecture"
## [785] "Public health sciences"
## [786] "Statistics"
## [787] "Human Development and Family Studies"
## [788] "Human Development and Family Studies"
## [789] "NIH GPP"
## [790] "Chemistry and Biochemistry"
## [791] "Informatics"
## [792] "Finance"
## [793] "Computer Science"
## [794] "Sociology"
## [795] "linguistics"
## [796] "Communication"
## [797] "Communication"
## [798] "Informatics"
## [799] "Red Sea Research Center"
## [800] "Music"
## [801] "Economics"
## [802] "Music Composition"
## [803] "Neuroscience"
## [804] "Communication"
## [805] "Biochemistry Molecular Biology and Biophysics"
## [806] "Middle eastern studies"
## [807] "Toxicology"
## [808] "Environmental Health Sciences"
## [809] "Chemistry"
## [810] "Chemistry"
## [811] "MA Digital Musics"
## [812] "Psychology"
## [813] "Information School"
## [814] "Music"
## [815] "Music"
## [816] "Human development and family studies"
## [817] "Neuroscience and Experimental Therapeutics"
## [818] "Economics"
## [819] "Psychology"
## [820] "Ecology and evolutionary biology"
## [821] "Education"
## [822] "Human Paleobiology"
## [823] "School of Biological Sciences"
## [824] "Bioengineering"
## [825] "Pathology"
## [826] "Accounting"
## [827] "Mathematical Sciences"
## [828] "Neuroscience"
## [829] "Mathematical Sciences"
## [830] "Mathematics"
## [831] "Physics"
## [832] "School of Information"
## [833] "Bioinformatics"
## [834] "Molecular Cell Biology"
## [835] "Nano"
## [836] "College of Education Teaching Learning and Sociocultural Studies"
## [837] "Mass Communications"
## [838] "Astronomy"
## [839] "Physics"
## [840] "Driskill Graduate Program"
## [841] "GSB"
## [842] "Driskill Graduate Program"
## [843] "Driskill Graduate Program"
## [844] "Psychology"
## [845] "Neuroscience Graduate Program"
## [846] "Biomolecular Science and Engineering"
## [847] "Chemistry"
## [848] "Engineering Sciences And Applied Mathematics"
## [849] "Psychological Sciences"
## [850] "Psychology PhD"
## [851] "Physics"
## [852] "Nuclear Engineering"
## [853] "Higher Education PhD"
## [854] "Gpp"
## [855] "Applied linguistics"
## [856] "Chemistry"
## [857] "French"
## [858] "Music"
## [859] "ECE"
## [860] "Music"
## [861] "Graduate School of Business"
## [862] "economics"
## [863] "Economics"
## [864] "History"
## [865] "Neuroscience"
## [866] "Communication"
## [867] "Interdepartmental Neuroscience Program"
## [868] "College of Musical Arts"
## [869] "Computer Science"
## [870] "Graduate School of Arts and Sciences"
## [871] "Agricultural and Resource Economics"
## [872] "Environment health"
## [873] "Bloomberg School of Public Health PhD in Health Policy and Management"
## [874] "Bloomberg School of Public Health PhD in Health Policy and Management"
## [875] "Bloomberg School of Public Health PhD in Health Policy and Management"
## [876] "Bloomberg School of Public Health PhD in Health Policy and Management"
## [877] "Bloomberg School of Public Health PhD in Health Policy and Management"
## [878] "Experimental Pathology"
## [879] "English"
## [880] "Anthropology"
## [881] "Management"
## [882] "Management"
## [883] "Criminal Justice"
## [884] "Education"
## [885] "Geography"
## [886] "Geography"
## [887] "Robotics"
## [888] "PhD program"
## [889] "Graduate Program in Neuroscience"
## [890] "Computer Science"
## [891] "Computational Neuroscience"
## [892] "Education Policy and Leadership"
## [893] "Biology"
## [894] "Forest and conservation sciences"
## [895] "Brain and Cognitive Sciences"
## [896] "Religion"
## [897] "Preventive Medicine"
## [898] "School of Science PhD"
## [899] "Earth andEnvironmental sciences"
## [900] "Plant and Microbial biology"
## [901] "Biology Genetics Genomics"
## [902] "Law"
## [903] "School of Theology and Religious Studies"
## [904] "Musicology"
## [905] "English"
## [906] "Nutrition Food and Exercise Sciences"
## [907] "Program in Chemical Biology"
## [908] "Folklore"
## [909] "Folklore"
## [910] "Folklore"
## [911] "Epidemiology"
## [912] "Biomedical Informatics"
## [913] "Public Health"
## [914] "Joint PhD for Social Work and Social Science"
## [915] "Center for Neural Science"
## [916] "Chemical and Biomolecular Engineering"
## [917] "Biology"
## [918] "Media Arts and Sciences"
## [919] "School of Criminal Justice"
## [920] "Theater Arts Performance Studies"
## [921] "History"
## [922] "Sociology"
## [923] "Management"
## [924] "History"
## [925] "History"
## [926] "English"
## [927] "Biomedical Genetics"
## [928] "Computational Biology"
## [929] "Wildlife Fisheries and Aquaculture"
## [930] "Psychiatry"
## [931] "Criminology and Justice Studies"
## [932] "Neuroscience and Cognitive Science"
## [933] "Pharmaceutical Outcomes and Policy"
## [934] "civil engineering"
## [935] "Population Health Sciences"
## [936] "Chemistry"
## [937] "Department of Biological Sciences"
## [938] "Plant and microbial biology"
## [939] "Plant and microbial biology"
## [940] "Plant and microbial biology"
## [941] "Plant and microbial biology"
## [942] "Biological Sciences in Public Health"
## [943] "Neuroscience"
## [944] "Chemical Engineering"
## [945] "Biology"
## [946] "Psychology"
## [947] "Architecture"
## [948] "Chemical Engineering"
## [949] "computer science"
## [950] "Music Theory"
## [951] "Sociology"
## [952] "Special Education"
## [953] "MD PhD"
## [954] "Life science"
## [955] "Life science"
## [956] "Economics"
## [957] "Mathematics"
## [958] "Chemistry"
## [959] "Chemistry"
## [960] "Biological sciences"
## [961] "Electrical and Computer Engineering"
## [962] "PhD metallurgy and Materials"
## [963] "Forestry"
## [964] "Urban Studies and Planning"
## [965] "Computer Science"
## [966] "Physics"
## [967] "PhD Psychiatry"
## [968] "Animal and Food Sciences"
## [969] "Civil Engineering"
## [970] "Finance"
## [971] "computer science"
## [972] "Bioengineering"
## [973] "Plant Pathology"
## [974] "Physics"
## [975] "Biology"
## [976] "Economics"
## [977] "Chemical engineering"
## [978] "Neuroscience"
## [979] "INDP"
## [980] "Political science"
## [981] "Biology"
## [982] "History"
## [983] "Education"
## [984] "Education"
## [985] "Doctor of Design"
## [986] "History PhD"
## [987] "Hearing and Speech sciences"
## [988] "Neuroscience"
## [989] "Biomedical Engineering"
## [990] "Psychology"
## [991] "American studies and ethnicity"
## [992] "Chemistry"
## [993] "Earth and Environmental Science"
## [994] "Medicine"
## [995] "Social Work"
## [996] "English PhR"
## [997] "Immunology"
## [998] "School of Nursing"
## [999] "English Language and Linguistics"
## [1000] "Agricultural Economics"
## [1001] "Civil and environmental engineering"
## [1002] "Computer Science"
## [1003] "Genetics"
## [1004] "Psychology"
## [1005] "Biosciences"
## [1006] "Political Sciencd"
## [1007] "Molecular Biosciences"
## [1008] "Biomedical Sciences"
## [1009] "TuDMM"
## [1010] "Neuroscience Unit"
## [1011] "Environmental Studies"
## [1012] "English"
## [1013] "Computational Science and Engineering"
## [1014] "Industrial organizational Psychology"
## [1015] "Computational Science and Engineering"
## [1016] "BioMolecular Sciences"
## [1017] "GSB Finance"
## [1018] "Human Development Family Studies"
## [1019] "EEB"
## [1020] "Biomedical Graduate Studies"
## [1021] "Cognitive Neuroscience"
## [1022] "Psychology"
## [1023] "COS Biology IBN"
## [1024] "Education"
## [1025] "COS Biology IB"
## [1026] "Biology GCDB"
## [1027] "English"
## [1028] "Biology"
## [1029] "Microbiology"
## [1030] "Sociology"
## [1031] "Biomedical Engineering"
## [1032] "MGCB CMB"
## [1033] "Computer Science"
## [1034] "Entomology"
## [1035] "Biological Sciences"
## [1036] "Biomedical Engineering"
## [1037] "Genomics Computational Biology"
## [1038] "Mechanical Engineering"
## [1039] "Health Behavior"
## [1040] "Psychology"
## [1041] "School of Social Service Administration"
## [1042] "Computer Science"
## [1043] "Communication"
## [1044] "Environmental engineering"
## [1045] "Immunology and Microbiology"
## [1046] "Bpk"
## [1047] "Earth and planetary science"
## [1048] "Human Development"
## [1049] "Neuroscience"
## [1050] "Cell and Molecular Biology"
## [1051] "Plant Pathology"
## [1052] "Neuroscience"
## [1053] "Computer Engineering"
## [1054] "Sociology"
## [1055] "English"
## [1056] "Biological Sciences"
## [1057] "Chemistry"
## [1058] "Political Science"
## [1059] "School of medicine"
## [1060] "Chemical and Biological engineering"
## [1061] "Psychology Clinical"
## [1062] "Microbiology"
## [1063] "Biochemistry Molecular Biology"
## [1064] "Biochemistry Molecular Biology"
## [1065] "Biology Phd"
## [1066] "Political science"
## [1067] "Mechanical and Aerospace Engineering"
## [1068] "Social and Behavioral Sciences"
## [1069] "Computer Science"
## [1070] "Environmental Sciences"
## [1071] "Neuroscience"
## [1072] "english"
## [1073] "Chemical Engineeeing"
## [1074] "English"
## [1075] "Clinical Psychology"
## [1076] "Engineering"
## [1077] "Graduate Program for Neuroscience"
## [1078] "Neuroscience"
## [1079] "Neuroscience"
## [1080] "Mathematics"
## [1081] "College of Science"
## [1082] "Public Policy"
## [1083] "Biomedical sciences"
## [1084] "Chemical Engineering and Materials Science"
## [1085] "Biochemistry"
## [1086] "Political Science"
## [1087] "Political Science"
## [1088] "Medical Microbiology and Infectious Diseases"
## [1089] "Medical Microbiology and Infectious Diseases"
## [1090] "Medical Microbiology and Infectious Diseases"
## [1091] "Biological and biomedical studies"
## [1092] "Biological and biomedical studies"
## [1093] "English"
## [1094] "Psychology"
## [1095] "Biology"
## [1096] "Biomedical science"
## [1097] "Psychology"
## [1098] "school of human evolution and social change"
## [1099] "Biology"
## [1100] "All of them"
## [1101] "Education"
## [1102] "Biological sciences"
## [1103] "Mathematics"
## [1104] "Computer Science NYU in Abu Dhabi"
## [1105] "Electrical"
## [1106] "Electrical"
## [1107] "Computer science PhD"
## [1108] "Geosciences"
## [1109] "Art History"
## [1110] "Biology"
## [1111] "Earth and Environmental Sciences"
## [1112] "Microbiology and immunology"
## [1113] "Plant biology ecology and evokution"
## [1114] "Psychology"
## [1115] "Psychology"
## [1116] "Psychology"
## [1117] "Business"
## [1118] "Neuroscience"
## [1119] "Communication"
## [1120] "McGill"
## [1121] "Music"
## [1122] "MD PhD Program"
## [1123] "Human Computer Interaction"
## [1124] "Astronomy"
## [1125] "Applied and Computational Mathematics and Statistics"
## [1126] "Engineering Physics"
## [1127] "Sackler Institute Medical School"
## [1128] "Engineering Physics"
## [1129] "Geography"
## [1130] "Nursing"
## [1131] "Psychology"
## [1132] "Bioengineering"
## [1133] "American Studies"
## [1134] "Immunology Frontier Research Center"
## [1135] "Agricultural Food and Resource Econ"
## [1136] "Anthropology"
## [1137] "Engineering"
## [1138] "Molecular and Developmental Biology"
## [1139] "Bioinformatics and Integrative Genomics"
## [1140] "Computer Science"
## [1141] "Biological Sciences"
## [1142] "Cellular Molecular Biology"
## [1143] "Psychology"
## [1144] "Music"
## [1145] "Computer Science"
## [1146] "Chemistry"
## [1147] "Applied math"
## [1148] "Nutrition"
## [1149] "Psychology"
## [1150] "Politics"
## [1151] "MSTP"
## [1152] "Animal and Food Science"
## [1153] "Language Science and Technology"
## [1154] "Earth and Environmental Sciences"
## [1155] "Music"
## [1156] "Criminology"
## [1157] "Forest Rangeland and Fire Sciences"
## [1158] "Sociology"
## [1159] "Biomedical Engineering"
## [1160] "Ecology Evolution and Conservation Biology"
## [1161] "PMCB"
## [1162] "Psychology"
## [1163] "Melbourne School of Psychological Sciences"
## [1164] "Veterinary Microbiology"
## [1165] "Psychology"
## [1166] "Russian Eurasian Studies"
## [1167] "Earth and Environmental Sciences"
## [1168] "Earth and Environmental Sciences"
## [1169] "Public Health Sciences"
## [1170] "Statistics"
## [1171] "Astronomy"
## [1172] "Earth and Space Sciences"
## [1173] "Math"
## [1174] "Clinical Translational Science"
## [1175] "Biological Sciences in Public Health"
## [1176] "Chemistry"
## [1177] "Economics"
## [1178] "Chemistry"
## [1179] "Chemistry"
## [1180] "Geology"
## [1181] "Biology"
## [1182] "Psychology"
## [1183] "Physics"
## [1184] "History"
## [1185] "Music DMA"
## [1186] "Linguistics"
## [1187] "Biological Sciences"
## [1188] "Biological Sciences"
## [1189] "Plant and Microbial Biology"
## [1190] "Chemical Engineering"
## [1191] "Biochemistry and Molecular Biology"
## [1192] "Biological Sciences"
## [1193] "Experimental Psychology"
## [1194] "Astronomy"
## [1195] "Geography"
## [1196] "Psychology"
## [1197] "Genomics and Computational Biology"
## [1198] "School of Forest Resources"
## [1199] "Astrophysics"
## [1200] "Chemical Biologican Engineering"
## [1201] "Computer Science"
## [1202] "Physics"
## [1203] "Biology"
## [1204] "Biological Sciences"
## [1205] "Biology"
## [1206] "Civil Environmental Engineering Earth Sciences"
## [1207] "Geography"
## [1208] "Biology"
## [1209] "Neuroscience"
## [1210] "Anthropology Archaeology"
## [1211] "Geosciences"
## [1212] "Psychology"
## [1213] "Health Research Methods"
## [1214] "Entomology"
## [1215] "Education PhD full time Creativities"
## [1216] "Cancer Biology"
## [1217] "Cancer Biology"
## [1218] "Electrical Engineering and Computer Science"
## [1219] "Political Science"
## [1220] "Wildlife Sciences"
## [1221] "School of Medicine"
## [1222] "Geography"
## [1223] "Marie Sklodowska Curie Actions European Training Network"
## [1224] "Cell and molecular biology"
## [1225] "NELC"
## [1226] "Applied Physics and Materials Science"
## [1227] "Geography"
## [1228] "Biomedical Engineering"
## [1229] "Materials Engineering"
## [1230] "Physics Atmospheric"
## [1231] "Genetics"
## [1232] "Physics Atmospheric"
## [1233] "MARB"
## [1234] "Linguistics"
## [1235] "College of Education"
## [1236] "Plant Soil and Microbial Science"
## [1237] "Physics Atmospheric"
## [1238] "History"
## [1239] "Psychology"
## [1240] "Ferrier Research Institute"
## [1241] "School of Exercise and Rehabilitation Sciences"
## [1242] "Bioengineering"
## [1243] "Political Science"
## [1244] "Earth and Environmental Sciences"
## [1245] "Philosophy"
## [1246] "MSME"
## [1247] "Sociology"
## [1248] "Biological Sciences"
## [1249] "Chemistry"
## [1250] "Pharmacology"
## [1251] "Information"
## [1252] "Anthropology"
## [1253] "Genetics"
## [1254] "Cell Biology and Anatomy"
## [1255] "School of Psychology"
## [1256] "Computer Science"
## [1257] "Chemistry and Chemical Biology"
## [1258] "Government and Politics"
## [1259] "Biomedical Sciences"
## [1260] "AeroAstro"
## [1261] "English"
## [1262] "Medical Engineering"
## [1263] "Chemical Engineering"
## [1264] "Communication"
## [1265] "Chemistry"
## [1266] "Atmospheric Sciences"
## [1267] "Molecular Microbiology and Immunology"
## [1268] "Mechanical Engineering"
## [1269] "Network and Data Science"
## [1270] "School of Human Evolution and Social Change"
## [1271] "Political Science"
## [1272] "Neuroscience"
## [1273] "Geography"
## [1274] "Chemistry"
## [1275] "Optometry"
## [1276] "Biological Sciences"
## [1277] "Biology"
## [1278] "English"
## [1279] "Biology"
## [1280] "Computer Engineering"
## [1281] "Computer Engineering"
## [1282] "Computer Engineering"
## [1283] "Astronomy"
## [1284] "Systems biology"
## [1285] "Psychology"
## [1286] "Wildland Resources"
## [1287] "Department of Materials"
## [1288] "MRC Human Genetics Unit"
## [1289] "School of Earth Sustainability"
## [1290] "Chemistry"
## [1291] "Physics"
## [1292] "Chemistry"
## [1293] "Biochemistry"
## [1294] "Bioengineering"
## [1295] "School of Plant and Environmental Sciences"
## [1296] "Human development and family studies"
## [1297] "English"
## [1298] "Clinical Psychology"
## [1299] "biology"
## [1300] "Molecular Genetics and Microbiology"
## [1301] "Annenberg School for Communication"
## [1302] "Psychology"
## [1303] "Psychology"
## [1304] "Astronomy"
## [1305] "Integrated Program in Neuroscience"
## [1306] "College of Human Ecology Human Development Developmental Psychology"
## [1307] "Biological Sciences"
## [1308] "Philosophy"
## [1309] "Biophysics"
## [1310] "Chemical and Biological Engineering"
## [1311] "Biosciences"
## [1312] "SOCIOLOGY"
## [1313] "Humanities"
## [1314] "Spatial Sciences Institute"
## [1315] "Molecular Genetics"
## [1316] "Molecular and Cellular Biology"
## [1317] "Microbiology PhD"
## [1318] "Cancer Biology"
## [1319] "Biology"
## [1320] "Chemistry"
## [1321] "Psychology"
## [1322] "Environment Ecology and Energy Program"
## [1323] "Electrical Computer Engineering"
## [1324] "McGill University"
## [1325] "Physics Astronomy"
## [1326] "English"
## [1327] "Biology"
## [1328] "Applied Psychology"
## [1329] "Applied Psychology"
## [1330] "Biological Sciences"
## [1331] "Political Science"
## [1332] "Biology"
## [1333] "Biology"
## [1334] "Environmental Science Policy Management"
## [1335] "Biology"
## [1336] "Economics"
## [1337] "Genetics"
## [1338] "Physics"
## [1339] "Anthropology"
## [1340] "computer science"
## [1341] "Public Admin Policy"
## [1342] "Computer Science"
## [1343] "Biological Sciences"
## [1344] "Cell and Molecular Biology"
## [1345] "School of Communication"
## [1346] "Philosophy"
## [1347] "Neuroscience"
## [1348] "Psychology"
## [1349] "Plant Pathology"
## [1350] "Industrial and systems engineering"
## [1351] "Bioengineering"
## [1352] "Chemistry"
## [1353] "Biological Sciences"
## [1354] "Statistics"
## [1355] "Nutrition"
## [1356] "Chemistry"
## [1357] "Educational Psychology"
## [1358] "Biomedical Informatics"
## [1359] "Molecular and Cell Biology"
## [1360] "Schar School if Policy Government"
## [1361] "Integrative Biology"
## [1362] "Polymer Science"
## [1363] "Astrophysics"
## [1364] "Molecular Cellular Biology"
## [1365] "Earth Atmospheric and Planetary Sciences"
## [1366] "Institute of Child Health"
## [1367] "Chemical and Biomolecular Engineering PhD"
## [1368] "Crop and Soil Science Soil Science Program"
## [1369] "Pathology Microbiology and Immunology"
## [1370] "Biology"
## [1371] "Biological sciences"
## [1372] "Stem cell biology"
## [1373] "Psychology"
## [1374] "Chemistry"
## [1375] "Entomology"
## [1376] "Astrophysical sciences and technology"
## [1377] "Molecular Biology"
## [1378] "Molecular Biology"
## [1379] "Neuroscience"
## [1380] "Integrative Biology"
## [1381] "Biology"
## [1382] "School of Physics"
## [1383] "Biological Sciences"
## [1384] "Chemistry"
## [1385] "Biochemistry"
## [1386] "Learning Teaching"
## [1387] "Earth Ocean and Ecological Sciences"
## [1388] "Industrial and Systems Engineering"
## [1389] "Biomedical Engineering"
## [1390] "Geography"
## [1391] "Cancer Biology"
## [1392] "Biology"
## [1393] "Mathematics"
## [1394] "Chemistry"
## [1395] "Biological sciences"
## [1396] "Neuroscience"
## [1397] "Chemistry"
## [1398] "Physics"
## [1399] "Genetics"
## [1400] "Agricultural and Biological Engineering"
## [1401] "Neuroscience"
## [1402] "Anthropology"
## [1403] "LANGEBIO UGA"
## [1404] "Communication"
## [1405] "Computational and Data Sciences"
## [1406] "College of Computing"
## [1407] "Materials Science and Engineering"
## [1408] "Communication Arts and Sciences"
## [1409] "Chemistry"
## [1410] "Plant Science"
## [1411] "Nutritional Sciences"
## [1412] "Clinical Psychology"
## [1413] "French"
## [1414] "PhD Biomedical Sciences"
## [1415] "Biology"
## [1416] "Chemical Engineering"
## [1417] "Chemical Engineering"
## [1418] "Environmental Studies"
## [1419] "Materials Science And Engineering"
## [1420] "Mechanical engineering"
## [1421] "Watson School"
## [1422] "Entomology"
## [1423] "Entomology"
## [1424] "Health Policy and Management"
## [1425] "School of Earth Sciences"
## [1426] "Psychology Cognitive Sciences"
## [1427] "Psychology Cognitive Sciences"
## [1428] "Psychology Cognitive Sciences"
## [1429] "Psychology Cognitive Sciences"
## [1430] "Psychology Cognitive Sciences"
## [1431] "Entomology"
## [1432] "Computer science"
## [1433] "Entomology"
## [1434] "Political Science"
## [1435] "Informatics"
## [1436] "IDPAS"
## [1437] "Biochemistry Molecular Genetics"
## [1438] "Biochemistry Molecular Genetics"
## [1439] "PhD Engineering"
## [1440] "Biochemistry Molecular Genetics"
## [1441] "Abess"
## [1442] "History"
## [1443] "Doctoral School of Biology"
## [1444] "Businesses school"
## [1445] "School of Computer Science"
## [1446] "Biomedical Engineering"
## [1447] "Eastbio BBSRC"
## [1448] "Developmental Biology"
## [1449] "NIH Oxford Cambridge Scholars Program"
## [1450] "Biology"
## [1451] "Psychology"
## [1452] "Biomedical Engineering"
## [1453] "Psychology"
## [1454] "Biochemistry and Biophysics"
## [1455] "Biomedical Graduate Studies Biochemistry and Molecular Biophysics"
## [1456] "Earth Science"
## [1457] "College of communication and Information"
## [1458] "GBS"
## [1459] "Helen Wills Neuroscience Institute"
## [1460] "Chemistry"
## [1461] "CDT Chemical Biology"
## [1462] "Plant and Environmental Sciences"
## [1463] "Aerospace Engineering"
## [1464] "Curriculum Instruction"
## [1465] "Biological Sciences"
## [1466] "Chemistry"
## [1467] "Psychology"
## [1468] "Physics and Astronomy"
## [1469] "Phamacology"
## [1470] "Plant and Microbial Biosciences"
## [1471] "Computer Science"
## [1472] "Ecology Evolution and Behavior"
## [1473] "Computer Science"
## [1474] "Clinical Psychology"
## [1475] "Integrated Physiology"
## [1476] "Clinical Psychology"
## [1477] "Biology"
## [1478] "AgBioFEWS Agricultural Biotechnology in Our Evolving Food Energy and Water Systems"
## [1479] "Geological Sciences"
## [1480] "Religion"
## [1481] "Neurobiology"
## [1482] "Neuroscience"
## [1483] "Clinical Neuroscience"
## [1484] "Civil and Environmental Engineering"
## [1485] "Neuroscience"
## [1486] "Earth and Planetary Sciences"
## [1487] "Entomology"
## [1488] "Philosophy"
## [1489] "Biology"
## [1490] "Cancer Therapeutics Program"
## [1491] "CMB"
## [1492] "Plant Pathology"
## [1493] "Electrical Engineering"
## [1494] "Biology"
## [1495] "BBS Neuroscience"
## [1496] "Experimental Psychology"
## [1497] "Entomology"
## [1498] "Geology"
## [1499] "Physics and Astronomy"
## [1500] "Physics Astronomy"
## [1501] "Philosophy"
## [1502] "Chemistry"
## [1503] "PPBS"
## [1504] "Psychology"
## [1505] "Chemical and Biomolecular Engineering"
## [1506] "Neuroscience"
## [1507] "Molecular Biosciences"
## [1508] "Physics"
## [1509] "Infectious Diseases"
## [1510] "Chemical and Biomolecular Engineering"
## [1511] "Psychology"
## [1512] "Oceanography"
## [1513] "Cell Biology and Biotechnology"
## [1514] "Earth Planetary Sciences EPS"
## [1515] "Astronomy"
## [1516] "Astronomy"
## [1517] "Pharmacology"
## [1518] "Pathology Anatomy Cell Biology"
## [1519] "Biomedical Engineering"
## [1520] "Psychology"
## [1521] "Immunology"
## [1522] "Woodrow Wilson School"
## [1523] "Bioinformatics"
## [1524] "Physics and Biology in Medicine"
## [1525] "Chemistry"
## [1526] "Biological sciences"
## [1527] "Media and Communication"
## [1528] "Computer Science"
## [1529] "QBS"
## [1530] "psychology"
## [1531] "Biomedical Engineering"
## [1532] "Biomedical"
## [1533] "Molecular and computational biology"
## [1534] "Comparative Literature"
## [1535] "Earth and Environmental Sciences"
## [1536] "Immunology"
## [1537] "Criminology"
## [1538] "Biological chemistry"
## [1539] "Chemistry"
## [1540] "environmental science and engineering"
## [1541] "MCB"
## [1542] "Earth Environmental and Planetary Sciences"
## [1543] "humans development and family studies"
## [1544] "Chemistry"
## [1545] "Biomedical Engineering"
## [1546] "Biomedical Engineering"
## [1547] "History"
## [1548] "media and communication"
## [1549] "Philosophy"
## [1550] "Chemical and Materials Engineering"
## [1551] "Mathematics Education"
## [1552] "Sociology"
## [1553] "Biology"
## [1554] "Sociology"
## [1555] "Curriculum and Instruction"
## [1556] "Anthropology"
## [1557] "Computer Science"
## [1558] "Mechanical and Aerospace Engineering"
## [1559] "Mechanical and Aerospace Engineering"
## [1560] "Psychology"
## [1561] "Physics"
## [1562] "Physics"
## [1563] "Computational Science PhD"
## [1564] "Immunology"
## [1565] "History"
## [1566] "Bmb"
## [1567] "BBSB"
## [1568] "BMB"
## [1569] "Neurosciences"
## [1570] "Animal Sciences"
## [1571] "Department of chemistry"
## [1572] "Counseling Educational Psychology and Special Education"
## [1573] "Behavior Analysis"
## [1574] "Biomedical sciences"
## [1575] "Health sciences and technology"
## [1576] "Chemistry"
## [1577] "Chemistry"
## [1578] "Geography"
## [1579] "University Program in Genetics and Genomics"
## [1580] "Molecular Engineering"
## [1581] "biostatistics"
## [1582] "Electrical Engineering"
## [1583] "Experimental Psychology"
## [1584] "Physics"
## [1585] "Physics PhD"
## [1586] "Chemistry"
## [1587] "Art History"
## [1588] "Automotive Engineering"
## [1589] "Civil engineering"
## [1590] "Chemical Biomolecular Engineering"
## [1591] "Biomedical Science PhD"
## [1592] "Biochemistry Molecular Biology and Biophysics"
## [1593] "Mechanical Engineering"
## [1594] "Development Sociology"
## [1595] "Electrical and Computer Engineering"
## [1596] "Psychology"
## [1597] "Psychology"
## [1598] "Ecology Evolutionary Biology EEB"
## [1599] "History"
## [1600] "Sociology"
## [1601] "Sociology"
## [1602] "Ecology and Evolutionary Biology"
## [1603] "Biology"
## [1604] "climate and space sciences and engineering"
## [1605] "Genetics"
## [1606] "Biology"
## [1607] "church and state"
## [1608] "Ecology and Evolutionary Biology"
## [1609] "Molecular and Cell Biology"
## [1610] "Physics Astronomy"
## [1611] "Biological sciences"
## [1612] "Physics and astronomy"
## [1613] "Ecology and Evolutionary Biology"
## [1614] "Earth and planetary sciences"
## [1615] "Molecular Medicine"
## [1616] "Geological Sciences"
## [1617] "Marine biosciences"
## [1618] "Organismal Biology Ecology and Evolution"
## [1619] "Gender Studies"
## [1620] "EEB"
## [1621] "Visual and Cultural Studies"
## [1622] "Environmental Conservation"
## [1623] "Molecular Biosciences PhD Program Robert Wood Johnson Medical School"
## [1624] "Computer Science"
## [1625] "English RCP"
## [1626] "Business"
## [1627] "Communication"
## [1628] "Systems Biology"
## [1629] "Chemistry"
## [1630] "Genomics Sciences"
## [1631] "Texas Tech University Health Sciences Center TTUHS biomedical sciences"
## [1632] "Finance"
## [1633] "BioSciences"
## [1634] "EE"
## [1635] "Neurobiology"
## [1636] "MIP"
## [1637] "Chemistry"
## [1638] "Ecology"
## [1639] "Political Science"
## [1640] "Chemistry"
## [1641] "Philosophy"
## [1642] "Energy"
## [1643] "Cell Molecular Developmental Biology and Biophysics"
## [1644] "chemical engineering"
## [1645] "Biosciences"
## [1646] "Biochemistry"
## [1647] "materials science and engineering"
## [1648] "Macromolecular Science and Engineering"
## [1649] "Mechanical Engineering"
## [1650] "Biostatistics"
## [1651] "Management and Organizations"
## [1652] "School of Medicine"
## [1653] "Cognitive Science"
## [1654] "Communication"
## [1655] "Mathematics"
## [1656] "GGI"
## [1657] "marketing"
## [1658] "Biology"
## [1659] "Biology"
## [1660] "mathematics"
## [1661] "Bioinformatics"
## [1662] "Chemistry"
## [1663] "Chemistry"
## [1664] "Earth and Environment"
## [1665] "AME"
## [1666] "Chemistry"
## [1667] "Earth Environmental and Planetary Sciences"
## [1668] "Energy Science Engineering"
## [1669] "Chemistry"
## [1670] "Chemistry and Biochemistry"
## [1671] "Thayer school of engineering"
## [1672] "School of molecular science"
## [1673] "Chemistry"
## [1674] "Chemistry"
## [1675] "Chemical Engineering"
## [1676] "Chemical"
## [1677] "Religion"
## [1678] "AVRS"
## [1679] "AVRS"
## [1680] "Integrated Program in Biochemistry"
## [1681] "English"
## [1682] "Counseling Counseling Psychology"
## [1683] "Social Work"
## [1684] "economics"
## [1685] "Psychology"
## [1686] "Marketing"
## [1687] "Chemical engineering"
## [1688] "Economics"
## [1689] "Economics"
## [1690] "Electrical Engineering"
## [1691] "Economics"
## [1692] "Economics"
## [1693] "Communication Sciences and Disorders"
## [1694] "Finance"
## [1695] "Neuroscience"
## [1696] "MOden Languages and Classics"
## [1697] "Genetics"
## [1698] "Biology"
## [1699] "Statistics"
## [1700] "Computer Science"
## [1701] "EEB"
## [1702] "Sociology"
## [1703] "Biomedical Engineering"
## [1704] "Mechanical Engineering"
## [1705] "Aerospace Engineering"
## [1706] "Chemistry"
## [1707] "Khoury College of Computer Sciences"
## [1708] "Computer Science"
## [1709] "Music"
## [1710] "Geography"
## [1711] "Experimental Pathology"
## [1712] "Materials Science"
## [1713] "Psychology"
## [1714] "Statistics"
## [1715] "Biomedical Engineering"
## [1716] "Biology"
## [1717] "Marketing"
## [1718] "Government"
## [1719] "English"
## [1720] "Neuroscience"
## [1721] "Neuroscience"
## [1722] "School of Engineering and Applied Sciences"
## [1723] "Psychology"
## [1724] "Psychology"
## [1725] "Nursing"
## [1726] "Environmental Science and Policy"
## [1727] "Psychology"
## [1728] "Chemistry and Biochemistry"
## [1729] "Quantitative Chemical Biology through VUMC"
## [1730] "Geography Environment and Sustainability"
## [1731] "Computer Science"
## [1732] "Molecular Engineering"
## [1733] "Molecular microbiology and immunology"
## [1734] "Graduate Studies"
## [1735] "Biostatistics"
## [1736] "Psychology"
## [1737] "Chemistry"
## [1738] "Geospatial Analytics"
## [1739] "Metallurgical and materials engineering"
## [1740] "Biology"
## [1741] "Geospatial Analytics"
## [1742] "GPIBS"
## [1743] "Musicology"
## [1744] "Joint Program in Survey Methodology"
## [1745] "English"
## [1746] "American Studies"
## [1747] "Education"
## [1748] "Medicine"
## [1749] "Pharmaceutical Sciences"
## [1750] "Political Science"
## [1751] "Geoscience"
## [1752] "Mechanical engineering"
## [1753] "Department of Learning Sciences and Human Development Educational Psychology"
## [1754] "IDSS Social and Engineering Systems"
## [1755] "political science"
## [1756] "Computer Science"
## [1757] "Materials Science and Engineering"
## [1758] "Medical Science"
## [1759] "ICMB"
## [1760] "Food Nutrition"
## [1761] "Food Nutrition"
## [1762] "Natural Resources"
## [1763] "Civil Architectural"
## [1764] "psychology"
## [1765] "MS Engineering"
## [1766] "Mechanical Engineering"
## [1767] "Computer Science"
## [1768] "management"
## [1769] "Biological sciences"
## [1770] "Computer Sciene"
## [1771] "Graduate School of Education LAI"
## [1772] "Sociology"
## [1773] "Chemistry"
## [1774] "Public and Community Health"
## [1775] "Public and Community Health"
## [1776] "Economics"
## [1777] "Religion"
## [1778] "chemical engineerin"
## [1779] "Psychology"
## [1780] "Pharmacology"
## [1781] "Pharmacology"
## [1782] "Computer Science"
## [1783] "political science"
## [1784] "Physics"
## [1785] "PhD in Biological Sciences"
## [1786] "Biology"
## [1787] "UPGG"
## [1788] "Ecology and Evolutionary Biology"
## [1789] "Materials Science and Chemical Engineering"
## [1790] "BSTP"
## [1791] "Social Work"
## [1792] "Cognitive Science"
## [1793] "Physics"
## [1794] "Physics"
## [1795] "Molecular Pharmacology and Experimental Therpuetics"
## [1796] "Chemistry"
## [1797] "Population health"
## [1798] "Computer Science"
## [1799] "East Asian Languages and Cultures"
## [1800] "Civil and Environmental Engineering"
## [1801] "School of Engineering and Applied Sciences"
## [1802] "English"
## [1803] "Interdisciplinary Graduate Program IGP"
## [1804] "Hispanic studies"
## [1805] "School of Chemistry and Biochemistry"
## [1806] "PULSe"
## [1807] "Agronomy"
## [1808] "immunobiology"
## [1809] "Earth Environmental Sciences"
## [1810] "Environmental Science Policy and Management"
## [1811] "Cellular Molecular and Biomedical Sciences"
## [1812] "English"
## [1813] "English"
## [1814] "French and Italian"
## [1815] "Test"
## [1816] "Environmental Science"
## [1817] "Chemical Engineering"
## [1818] "Earth and Planetary sciences"
## [1819] "Clinical Psychology"
## [1820] "Psychology"
## [1821] "Computer Science"
## [1822] "pharmacology and toxicology"
## [1823] "Crop and Soil science"
## [1824] "Physics"
## [1825] "Finance"
## [1826] "Chemistry"
## [1827] "Anthropology"
## [1828] "Psychology"
## [1829] "Psychology"
## [1830] "Neuroscience"
## [1831] "comparative studies"
## [1832] "Computer science"
## [1833] "Computer Science"
## [1834] "ECE"
## [1835] "Geography"
## [1836] "Linguistics"
## [1837] "Physics"
## [1838] "Agriculture"
## [1839] "Basic medical sciences"
## [1840] "Atmospheric Science"
## [1841] "Psychology"
## [1842] "Biomedical Engineering"
## [1843] "Engineering Biomedical Engineering"
## [1844] "Engineering Biomedical Engineering"
## [1845] "Mechanical Aeronautical and Nuclear Engineering"
## [1846] "Physics and Astronomy"
## [1847] "Chemistry"
## [1848] "Cognitive Science"
## [1849] "Natural Resources"
## [1850] "Mechanical Engineering"
## [1851] "EECS"
## [1852] "Biology"
## [1853] "chemistry"
## [1854] "Chemistry"
## [1855] "Comparative Biomedical Sciences"
## [1856] "Comparative Biomedical Sciences"
## [1857] "Biomedical Sciences"
## [1858] "Earth Science"
## [1859] "Chemical and Materials Engineering"
## [1860] "Mechanical and Aerospace Engineering"
## [1861] "Electrical and Computer Engineering"
## [1862] "Counseling Psychology"
## [1863] "Human Pathophysiology and Translational Medicine"
## [1864] "Chemistry"
## [1865] "FSAD"
## [1866] "Chemical Engineering"
## [1867] "Biochemistry"
## [1868] "Mechanical Engineering"
## [1869] "Robotics engineering"
## [1870] "Materials"
## [1871] "Chemistry"
## [1872] "Chemical Engineering"
## [1873] "Chemical Engineering"
## [1874] "Plant and Microbial Biology"
## [1875] "Plant Breeding"
## [1876] "Kinesiology"
## [1877] "Clinical Psychology"
## [1878] "School of Human Evolution and Social Change"
## [1879] "Mathematics"
## [1880] "Chemistry"
## [1881] "biology"
## [1882] "Neuroscience"
## [1883] "Chemistry"
## [1884] "Economics"
## [1885] "Aeronautics and Astronautics"
## [1886] "Sociology"
## [1887] "Biomedical Sciences"
## [1888] "Civil Engineering"
## [1889] "Plant Pathology"
## [1890] "Chemistry"
## [1891] "Environmental Engineering"
## [1892] "Engineering"
## [1893] "Neuroscience"
## [1894] "Graduate School of Biomedical Sciences Molecular Biophysics"
## [1895] "Neuroscience"
## [1896] "Neuroscience"
## [1897] "Biophysics"
## [1898] "Chemical Engineering"
## [1899] "PMCB"
## [1900] "AHCS"
## [1901] "Linguistics"
## [1902] "Civil and Environmental Engineering"
## [1903] "Chemistry"
## [1904] "Chemistry"
## [1905] "Sloan School of Management"
## [1906] "Department of Urban Studies and Planning"
## [1907] "Political Science"
## [1908] "physics"
## [1909] "Mathematics"
## [1910] "Economics"
## [1911] "Chemistry"
## [1912] "Physics"
## [1913] "School of Public Health Department of Biostatistics and Epidemiology"
## [1914] "Mechanical Engineering"
## [1915] "Political Science"
## [1916] "Biomedical Engineering"
## [1917] "statistics"
## [1918] "statistics"
## [1919] "Biomedical Engineering"
## [1920] "Clinical Medicine"
## [1921] "Political Science"
## [1922] "Public Affairs"
## [1923] "Decisions Operations and Technology Management"
## [1924] "Government"
## [1925] "Government"
## [1926] "Biomedical Engineering"
## [1927] "Aerospace Engineering"
## [1928] "Earth and Atmospheric Science"
## [1929] "Psychology"
## [1930] "Psychology"
## [1931] "Biology"
## [1932] "Clinical Psychology Ph D"
## [1933] "Chemical Engineering"
## [1934] "Education Studies"
## [1935] "Education Studies"
## [1936] "Environmental and Forest Biology"
## [1937] "PH D"
## [1938] "Geoscience"
## [1939] "Science and art"
## [1940] "Graduate Division of Religion"
## [1941] "Graduate Division of Religion"
## [1942] "ECON"
## [1943] "sociology"
## [1944] "Chemical and Biological Engineering"
## [1945] "English CRES"
## [1946] "Mechanical Engineering"
## [1947] "Mechanical Engineering"
## [1948] "Computer Science"
## [1949] "Physics"
## [1950] "Computer Science"
## [1951] "Chemistry"
## [1952] "Clinical Psychology"
## [1953] "psychology"
## [1954] "Physics"
## [1955] "ECE"
## [1956] "Chemistry"
## [1957] "Chemistry PhD"
## [1958] "Chemical and Biological Engineering"
## [1959] "Chemistry PhD"
## [1960] "Mathematics"
## [1961] "Physics"
## [1962] "Chemistry"
## [1963] "Chemistry"
## [1964] "chemistry"
## [1965] "Chemistry"
## [1966] "Biology"
## [1967] "English"
## [1968] "Speech and Hearing Sciences"
## [1969] "Earth Atmospheric and Planetary Sciences"
## [1970] "Physics"
## [1971] "Biochemistry"
## [1972] "Mechanical Engineering"
## [1973] "Biochemistry and Cell Biology"
## [1974] "Interdisciplinary Program in Neuroscience"
## [1975] "ECE"
## [1976] "Psychology"
## [1977] "Economics"
## [1978] "Psychology"
## [1979] "Economics"
## [1980] "Economics"
## [1981] "Economics"
## [1982] "Finance"
## [1983] "LATIN AMERICAN STUDIES"
## [1984] "Materials Science and Engineering"
## [1985] "Materials Science and Engineering"
## [1986] "Chemistry"
## [1987] "Education"
## [1988] "Psychology"
## [1989] "chemistry"
## [1990] "cell and developmental biology"
## [1991] "Psychological sciences"
## [1992] "Communication"
## [1993] "Neuroscience"
## [1994] "BAE"
## [1995] "School of Biological and Health Systems Engineering"
## [1996] "Physics"
## [1997] "Posc"
## [1998] "Chemistry"
## [1999] "Biology"
## [2000] "Mechanical and Aerospace Engineering"
## [2001] "chemistry"
## [2002] "Chemistry PhD"
## [2003] "Psychiatry Behavioral Sciences"
## [2004] "mechanical engineering"
## [2005] "Computer Science"
## [2006] "Philosophy"
## [2007] "Biomedical Engineering"
## [2008] "Political Science"
## [2009] "School of Systems and Enterprises"
## [2010] "Heinz College"
## [2011] "The Media School"
## [2012] "Rhetoric"
## [2013] "East Asian Languages and Civilizations"
## [2014] "Biological Sciences"
## [2015] "Applied Physics"
## [2016] "Bioinformatics"
## [2017] "Interdisciplinary Biological Sciences"
## [2018] "Sociology"
## [2019] "EID"
## [2020] "Psychological and brain sciences"
## [2021] "Computer Science"
## [2022] "Physics"
## [2023] "Molecular and Cell Biology"
## [2024] "environmental engineering"
## [2025] "Pharmacology"
## [2026] "Department of Civil and Environmental Engineering"
## [2027] "Physics"
## [2028] "Electrical and Computer Engineering"
## [2029] "Biological Engineering"
## [2030] "Mechanical Engineering"
## [2031] "Biomedical Sciences"
## [2032] "Civil and Environmental Engineering EWR"
## [2033] "Chemistry"
## [2034] "Biomeducal Engineering"
## [2035] "Mathematics"
## [2036] "Classics"
## [2037] "Graduate School of Education"
## [2038] "History"
## [2039] "Art History"
## [2040] "Art History"
## [2041] "Art History"
## [2042] "Art History"
## [2043] "Art History"
## [2044] "Biology"
## [2045] "Mechanical Engineering"
## [2046] "Physics"
## [2047] "physics"
## [2048] "Neuroscience"
## [2049] "Bioengineering"
## [2050] "Chemical and Biomolecular Engineering"
## [2051] "Aerospace Engineering"
## [2052] "Biology"
## [2053] "Health Behavior and Policy"
## [2054] "Physics"
## [2055] "HBHE"
## [2056] "Mechanical engineering"
## [2057] "civil engineering"
## [2058] "Pharmacology"
## [2059] "Bioengineering"
## [2060] "Bioengineering"
## [2061] "Educational Leadership"
## [2062] "Cellular and Molecular Biology"
## [2063] "Chemical Engineering"
## [2064] "Neuroscience NGP"
## [2065] "School of Sustainable Engineering and the Built Environment"
## [2066] "Industrial and Physical Pharmacy"
## [2067] "Electrical Engineering"
## [2068] "Classics"
## [2069] "Medicinal Chemistry"
## [2070] "Chemistry"
## [2071] "Statistics"
## [2072] "Statistics"
## [2073] "Biology"
## [2074] "Biomedical Engineering"
## [2075] "PhD"
## [2076] "Psychology"
## [2077] "Oceanography"
## [2078] "Communication Arts"
## [2079] "Chemistry"
## [2080] "English"
## [2081] "Chemistry"
## [2082] "French and Italian"
## [2083] "Bioengineering"
## [2084] "Molecular Biology PhD"
## [2085] "Physics Nuclear"
## [2086] "Mathematics"
## [2087] "biology"
## [2088] "Neuroscience"
## [2089] "Biomedical Informatics"
## [2090] "Entomology"
## [2091] "Computer Sciences"
## [2092] "Mechanical Engineering"
## [2093] "COPPS"
## [2094] "Chemistry"
## [2095] "School Psychology"
## [2096] "Chemistry"
## [2097] "Microbiology Immunology"
## [2098] "Biomedical Sciences"
## [2099] "Mechanical Engineering"
## [2100] "Electrical and Computer Engineering"
## [2101] "Civil and Environmental Enineering"
## [2102] "Electrical Engineering"
## [2103] "MCB"
## [2104] "German Nordic Slavic and Dutch"
## [2105] "Biomedical Engineering"
## [2106] "Linguistics"
## [2107] "Automotive"
## [2108] "Molecular Biology Interdepartmental Doctoral Program MBIDP"
## [2109] "Public Policy"
## [2110] "Chemistry and Chemical biology"
## [2111] "Chemistry and Chemical biology"
## [2112] "Communication"
## [2113] "Computing and Mathematical Sciences"
## [2114] "University Program in Genetics and Genomics"
## [2115] "Management"
## [2116] "physics"
## [2117] "Bces"
## [2118] "Infectious Disease and Microbiology"
## [2119] "Infectious Disease and Microbiology"
## [2120] "History"
## [2121] "Immunology"
## [2122] "Biology"
## [2123] "Biomedical sciences"
## [2124] "Mechanical Engineering PhD"
## [2125] "Mechanical Engineering PhD"
## [2126] "Chemistry"
## [2127] "Cellular and Molecular Biosciences"
## [2128] "Physics"
## [2129] "Neuroscience"
## [2130] "Chemical Engineering"
## [2131] "Physics"
## [2132] "Astrophysical Sciences and Technology"
## [2133] "cancer biology"
## [2134] "Musicology"
## [2135] "electrical and computer engineering"
## [2136] "Sensory Science"
## [2137] "Sensory Science"
## [2138] "Molecular Medicine"
## [2139] "Optics"
## [2140] "English"
## [2141] "Computational Science"
## [2142] "IGP"
## [2143] "Imnunology"
## [2144] "Psychology"
## [2145] "Physics"
## [2146] "Nursing"
## [2147] "Mathematics"
## [2148] "Mathematics"
## [2149] "History"
## [2150] "Public Health"
## [2151] "Biosystems and Agricultural Engineering"
## [2152] "School of Communication"
## [2153] "Earth and Environmental Sciences"
## [2154] "Bioinformatics"
## [2155] "Pharmaceutical Sciences"
## [2156] "Cell Molecular Developmental Biology and Biophysics CMDB"
## [2157] "Psychology"
## [2158] "Botany"
## [2159] "ohs"
## [2160] "Biological Sciences MCDN"
## [2161] "Entomology"
## [2162] "management"
## [2163] "Biochemistry"
## [2164] "CS PhD"
## [2165] "Entomology"
## [2166] "Physics and Astronomy"
## [2167] "chemistry"
## [2168] "Biological and Biomedical Sciences Program"
## [2169] "Interdisciplinary Program in Neuroscience"
## [2170] "Computational Biology and Medicine"
## [2171] "Chemistry PHD"
## [2172] "Chemistry PHD"
## [2173] "Computer Science"
## [2174] "Organismic and Evolutionary Biology"
## [2175] "Chemistry"
## [2176] "Computer Science"
## [2177] "Psychology"
## [2178] "Integrated Life Sciences"
## [2179] "Business"
## [2180] "Chemistry"
## [2181] "English"
## [2182] "Immunology"
## [2183] "Computer Science"
## [2184] "Biomedical and Biological Sciences"
## [2185] "Psychology"
## [2186] "Atmospheric Science"
## [2187] "Clinical Psychology"
## [2188] "Clinical Psychology"
## [2189] "School of Electrical and Computer Engineering"
## [2190] "electrical and systems engineering"
## [2191] "environmental health science"
## [2192] "Biology Genome Cell and Developmental Biology"
## [2193] "Physics and Astronomy"
## [2194] "Public Health"
## [2195] "Bioinformatics"
## [2196] "Urban and Regional Planning"
## [2197] "Mathematics"
## [2198] "Food Science"
## [2199] "Mechanical Engineering"
## [2200] "Biological Sciences"
## [2201] "English Technical Writing"
## [2202] "African American Studies"
## [2203] "Sociology"
## [2204] "Nursing"
## [2205] "IPBS"
## [2206] "Biological Sciences"
## [2207] "Psychology"
## [2208] "Chemistry"
## [2209] "Clinical Psychology"
## [2210] "English"
## [2211] "History and Philosophy of Science and Medicine"
## [2212] "Psychiatry and Behavioral Neurosciences"
## [2213] "Psychology"
## [2214] "Trinity College Institute of Neuroscience"
## [2215] "Psychology Brain Behavior and Cognition"
## [2216] "Pharmacology"
## [2217] "Electrical and Computer Engineering"
## [2218] "Physics"
## [2219] "Physics"
## [2220] "Physics"
## [2221] "Burnett School of Biomedical Sciences"
## [2222] "English"
## [2223] "Learning Sciences"
## [2224] "Biomedical Engineering"
## [2225] "Sociology"
## [2226] "Materials Science and Engineering"
## [2227] "electrical engineering"
## [2228] "Bms"
## [2229] "Physics"
## [2230] "Mathematics"
## [2231] "Linguistics"
## [2232] "economics"
## [2233] "Psychology"
## [2234] "Microsystems Engineering"
## [2235] "Computer Science and Engineering"
## [2236] "Biomedical Engineering"
## [2237] "Pharmacology"
## [2238] "Physics"
## [2239] "Psychology"
## [2240] "MSTP"
## [2241] "MSTP"
## [2242] "Biology"
## [2243] "Earth and Atmospheric Sciences"
## [2244] "Earth and Atmospheric Sciences"
## [2245] "creative writing"
## [2246] "Communications"
## [2247] "Electrical Engineering"
## [2248] "Civil Environmental Engineering"
## [2249] "Chemistry"
## [2250] "Chemistry"
## [2251] "mechanical engineering"
## [2252] "GPiBS"
## [2253] "Pharmaceutical Sciences"
## [2254] "Economics"
## [2255] "Physics"
## [2256] "History"
## [2257] "Aerospace engineering sciences"
## [2258] "The Institute of Optics"
## [2259] "Microbiology Molecular Genetics Immunology"
## [2260] "Microbiology Molecular Genetics Immunology"
## [2261] "Teachers College"
## [2262] "Cancer Biology"
## [2263] "Epidemiology and Biostatistics"
## [2264] "Political Sciencd"
## [2265] "Sociology"
## [2266] "Biological Sciences Division"
## [2267] "Social Work"
## [2268] "Biochemistry"
## [2269] "Electrical Engineering"
## [2270] "Business"
## [2271] "Ross School of Business"
## [2272] "DRB"
## [2273] "Chemistry"
## [2274] "Psychology"
## [2275] "Epidemiology"
## [2276] "Biophysics"
## [2277] "Public Policy"
## [2278] "Immunology"
## [2279] "Information Technology and Cyber Security"
## [2280] "Physics"
## [2281] "Mechanical Engineering"
## [2282] "Statistics"
## [2283] "College of Veterinary Medicine"
## [2284] "EECS"
## [2285] "Sociology"
## [2286] "Biomedical Engineering"
## [2287] "Electronics"
## [2288] "Government and Politics"
## [2289] "Department of Kinesiology"
## [2290] "Biology NACS"
## [2291] "Management"
## [2292] "Neuroscience"
## [2293] "Decision Psychology"
## [2294] "Mechanical Engineering"
## [2295] "Anthropology"
## [2296] "sociology"
## [2297] "Biomedical Engineering"
## [2298] "Urban Education Policy"
## [2299] "Computer Science and Engineering"
## [2300] "Economics"
## [2301] "Sociology"
## [2302] "Management"
## [2303] "Physics and Astronomy"
## [2304] "Bioengineering"
## [2305] "Psychology"
## [2306] "strategy"
## [2307] "Fish and Wildlife"
## [2308] "Plant Sciences"
## [2309] "Pharmacology Toxicology"
## [2310] "Biomedical Engineering"
## [2311] "Nursing"
## [2312] "Chemistry"
## [2313] "Psychology"
## [2314] "Biomedical Sciences Graduate Program"
## [2315] "Chemistry"
## [2316] "Music Ph D Music Theory"
## [2317] "Marketing"
## [2318] "Brain and Cognitive Science"
## [2319] "Political Science"
## [2320] "political science"
## [2321] "Physics"
## [2322] "Philosophy"
## [2323] "Human Genetics"
## [2324] "Program in the Biomedical Sciences"
## [2325] "Physics"
## [2326] "Materials Science Engineering"
## [2327] "Biomedical Sciences Graduate Program"
## [2328] "History"
## [2329] "Mathematics and Statistics Mathematical Sciences"
## [2330] "Sociology"
## [2331] "Natural resources"
## [2332] "Anthropology"
## [2333] "English"
## [2334] "chemistry"
## [2335] "PhD in Management"
## [2336] "Management Organizations"
## [2337] "Sociology"
## [2338] "Higher Education and Student Affairs"
## [2339] "Bioagricultural science and pest management"
## [2340] "Mechanical Engineering"
## [2341] "Political Science"
## [2342] "Political Sciencce"
## [2343] "Chemistry"
## [2344] "Biodiversity Earth Environmental Sciences"
## [2345] "Program in Neuroscience"
## [2346] "School Psychology"
## [2347] "Micriobiology immunology and Virology"
## [2348] "Media Culture and Communication"
## [2349] "School of Biological Sciences"
## [2350] "Epidemiology"
## [2351] "Marine Science and Conservation"
## [2352] "Department of Biological Sciences"
## [2353] "Chemistry"
## [2354] "English"
## [2355] "English"
## [2356] "Department of biology and biomedical sciences"
## [2357] "Earth and Environment"
## [2358] "Musicology"
## [2359] "History Anthro Science Technology and Society"
## [2360] "English"
## [2361] "English PhD"
## [2362] "Gender studies"
## [2363] "English"
## [2364] "English"
## [2365] "English"
## [2366] "English"
## [2367] "Management"
## [2368] "Business Administration Management"
## [2369] "English"
## [2370] "School of Public Health"
## [2371] "Psychology"
## [2372] "Crop and Soil Sciences"
## [2373] "Chemical Engineering"
## [2374] "Sociology"
## [2375] "Sociology"
## [2376] "PIBBS"
## [2377] "World Arts and Cultures Dance"
## [2378] "PIBBS"
## [2379] "PIBBS"
## [2380] "Chemistry"
## [2381] "Biostatistics"
## [2382] "Religion"
## [2383] "Biostatistics"
## [2384] "Computer Science"
## [2385] "Curry School of Education"
## [2386] "Computer Science"
## [2387] "Computer Science"
## [2388] "Modern Culture and Media"
## [2389] "Linguistics"
## [2390] "Government"
## [2391] "Neurobiology"
## [2392] "Oceanography"
## [2393] "Biodiversity Earth and Environmmetal Sciences"
## [2394] "Environmental science"
## [2395] "Chemical Engineering"
## [2396] "Chemical Engineering"
## [2397] "Environmental science"
## [2398] "Political Science"
## [2399] "Chemical and Biological Engineering"
## [2400] "Neuroscience"
## [2401] "English"
## [2402] "mechanical engineering"
## [2403] "Molecular Engineering"
## [2404] "Tetrad"
## [2405] "Electrical and Computer Engineering Department"
## [2406] "Biology"
## [2407] "Linguistics"
## [2408] "School of education"
## [2409] "Ecology and Evolutionary Biology"
## [2410] "Biochemistry and Structural Biology"
## [2411] "Business School"
## [2412] "History PhD"
## [2413] "Music Theory"
## [2414] "Epidemiology"
## [2415] "Microbiology"
## [2416] "Program in Ecology"
## [2417] "Chemistry"
## [2418] "Literature"
## [2419] "Neurosciences"
## [2420] "Chemistry"
## [2421] "Cell and Molecular Biology"
## [2422] "Computer Science Engineering"
## [2423] "Program in Biomedical Sciences"
## [2424] "Genetics"
## [2425] "French"
## [2426] "French"
## [2427] "French"
## [2428] "French"
## [2429] "French"
## [2430] "Electrical Engineering"
## [2431] "Geology"
## [2432] "Integrative biology"
## [2433] "Microbiology"
## [2434] "Plant Pathology"
## [2435] "Plant Sciences"
## [2436] "Anthropology"
## [2437] "English"
## [2438] "Pathology Microbiology and Immunology"
## [2439] "Chemistry and biochemistry"
## [2440] "Anthropology"
## [2441] "Anthropology"
## [2442] "Anthropology"
## [2443] "Plant biology"
## [2444] "Sociology"
## [2445] "Chemistry"
## [2446] "Plant Biology Graduate Group"
## [2447] "Epidemiology PhD"
## [2448] "Higher Education and Student Affairs"
## [2449] "Microbiology"
## [2450] "Education"
## [2451] "Communication"
## [2452] "English"
## [2453] "Plant Pathology and Environmental Microbiology"
## [2454] "Geography"
## [2455] "Geography"
## [2456] "Mathematics"
## [2457] "Linguistics"
## [2458] "Bioinformatics and systems biology"
## [2459] "Bioinformatics and systems biology"
## [2460] "Higher Education"
## [2461] "Media Arts and Studies"
## [2462] "Spanish"
## [2463] "Communication"
## [2464] "School for Conflict Analysis and Resolution"
## [2465] "TETRAD"
## [2466] "Counseling Psychology"
## [2467] "HESA"
## [2468] "Higher Education Student Affairs"
## [2469] "Cell and Molecular Medicine"
## [2470] "Cognitive Neuroscience Admitting Program"
## [2471] "Molecular Biology Ph D"
## [2472] "Microbiology Ph D"
## [2473] "Sociology"
## [2474] "School of Sociology"
## [2475] "Mathematics"
## [2476] "Genetics"
## [2477] "Chemical Biology"
## [2478] "Chemistry"
## [2479] "Biochemistry and Molecular Biology"
## [2480] "Political Science"
## [2481] "Political Science"
## [2482] "Land and Food Systems"
## [2483] "Microbiology"
## [2484] "Biomedical Graduate Studies Neuroscience"
## [2485] "BCMB"
## [2486] "Clinical Science"
## [2487] "TBMH"
## [2488] "Physics"
## [2489] "Graduate school for biomedical science and engineering"
## [2490] "Human Genetics"
## [2491] "Counseling Psychology and Applied Human Development"
## [2492] "Interdisciplinary Graduate Program IGP"
## [2493] "Biological Sciences in Public Health"
## [2494] "Physics"
## [2495] "Bioinformatics and Systems Biology"
## [2496] "Bioinformatics and Systems Biology"
## [2497] "Bioinformatics and Systems Biology"
## [2498] "Bioinformatics and Systems Biology"
## [2499] "Psychology"
## [2500] "Physics and Astronomy"
## [2501] "Applied Mathematics"
## [2502] "Pspg"
## [2503] "Mechanical Engineering and Mechanics"
## [2504] "Classics"
## [2505] "sociology PhD"
## [2506] "Physics"
## [2507] "Physics"
## [2508] "Political Science"
## [2509] "Botany Plant Pathology"
## [2510] "Physics"
## [2511] "Pharmaceutical Sciences"
## [2512] "Neuroscience"
## [2513] "Information"
## [2514] "Information"
## [2515] "Physics"
## [2516] "Mechanical and Aerospace Engineering"
## [2517] "Chemistry"
## [2518] "Bioinformatics"
## [2519] "Watershed Sciences"
## [2520] "Medicine"
## [2521] "Chemical Engineering"
## [2522] "Chemical Engineering"
## [2523] "Epidemiology"
## [2524] "English"
## [2525] "Chemistry Chemical Biology"
## [2526] "Biological Biomedical Sciences"
## [2527] "English"
## [2528] "Chemistry"
## [2529] "Statistics"
## [2530] "College of Allied Health"
## [2531] "DBBS"
## [2532] "History of Science"
## [2533] "Landscape architecture"
## [2534] "landscape architecture"
## [2535] "Mathematics"
## [2536] "landscape architecture"
## [2537] "Environmental Sciences"
## [2538] "Chemistry"
## [2539] "Theology and Religious Studies"
## [2540] "Nuclear Engineering"
## [2541] "Biomedical Engineering"
## [2542] "economics"
## [2543] "Political Science"
## [2544] "Political Science"
## [2545] "Government"
## [2546] "Electrical and Computer Engineering"
## [2547] "Sociology"
## [2548] "BioChemistry"
## [2549] "Counseling and Educational Psychology"
## [2550] "Anthropology"
## [2551] "Marketing"
## [2552] "Ece"
## [2553] "Philosophy"
## [2554] "Philosophy"
## [2555] "Philosophy"
## [2556] "Philosophy"
## [2557] "Political Science"
## [2558] "Cognitive Psychology"
## [2559] "biology"
## [2560] "mathematics"
## [2561] "Political Science"
## [2562] "Art and Science"
## [2563] "Sociology"
## [2564] "Sociology"
## [2565] "Physics and Astronomy"
## [2566] "Computer Science"
## [2567] "Microbiology"
## [2568] "GSBS"
## [2569] "Plant Biology"
## [2570] "Sociology"
## [2571] "Biology"
## [2572] "Psychological Sciences"
## [2573] "Psychological Sciences"
## [2574] "Earth Science"
## [2575] "Psychology"
## [2576] "Computer Science Engineering"
## [2577] "Biophysics"
## [2578] "Biophysics"
## [2579] "SIO"
## [2580] "Mathematics"
## [2581] "Linguistics"
## [2582] "Physics"
## [2583] "English"
## [2584] "Microbiology and Immunology"
## [2585] "Plasma Physics"
## [2586] "Linguistics"
## [2587] "Sociology"
## [2588] "Accounting"
## [2589] "Accounting"
## [2590] "Accounting"
## [2591] "Department of Electrical Computer Engineering"
## [2592] "Psychology"
## [2593] "Psychology"
## [2594] "Computer Science"
## [2595] "Civil Environmental Engineering"
## [2596] "Architecture"
## [2597] "Human Functioning and Rehabilitation Sciences"
## [2598] "Earth and Biological Sciences"
## [2599] "Pharmaceutical Sciences"
## [2600] "Pharmaceutical Sciences"
## [2601] "Neuroscience"
## [2602] "Environmental Science and Policy"
## [2603] "QCB"
## [2604] "Neuroscience Graduate Program"
## [2605] "political science"
## [2606] "epidemiology and biostatistics"
## [2607] "environmental toxicology"
## [2608] "history"
## [2609] "Geological Sciences"
## [2610] "Sociology"
## [2611] "Biochemistry"
## [2612] "Chemical and Biological Engineering"
## [2613] "ECE"
## [2614] "Philanthropic Studies"
## [2615] "Philanthropic Studies"
## [2616] "Philosophy"
## [2617] "Chemical and Environmental Engineering"
## [2618] "NICE NRT Integrated Computational Entomology"
## [2619] "Sociology"
## [2620] "Earth and Sustainability"
## [2621] "Population Health Sciences"
## [2622] "Anthropology"
## [2623] "Mechanical Engineering"
## [2624] "Sociology"
## [2625] "Operations Information and Decisions The Wharton School"
## [2626] "Computer Science"
## [2627] "Chemistry"
## [2628] "molecular and cellular biology"
## [2629] "Computer Science"
## [2630] "School of Communication Sciences and Disorders"
## [2631] "Entomology"
## [2632] "Biological Sciences"
## [2633] "Linguistics"
## [2634] "Physics"
## [2635] "Physics"
## [2636] "Psychology"
## [2637] "Electrical and Computer Engineering"
## [2638] "Biophysics"
## [2639] "geogrphy"
## [2640] "Computational Biology"
## [2641] "School of Communication Sciences and Disorders"
## [2642] "Computer Science"
## [2643] "Engineering Physics"
## [2644] "Chemistry"
## [2645] "POIR"
## [2646] "College of Veterinary Medicine"
## [2647] "Math"
## [2648] "Classics"
## [2649] "Political Science"
## [2650] "Molecular and Cell Biology"
## [2651] "Electrical and Computer Engineering"
## [2652] "Business"
## [2653] "Business"
## [2654] "Civil engineering"
## [2655] "Computer and Information Science"
## [2656] "Computer and Information Science"
## [2657] "Computer and Information Science"
## [2658] "Education"
## [2659] "Nutrition"
## [2660] "Criminal Justice and Criminology"
## [2661] "Sociology and Criminology Law"
## [2662] "Criminology Law Society"
## [2663] "Criminology and Criminal Justice"
## [2664] "Bilomedical Engineering"
## [2665] "Anderson School of Management"
## [2666] "Urban planning"
## [2667] "Food Science"
## [2668] "Department of Hearing and Speech Sciences"
## [2669] "Clinical and Social Sciences in Psychology"
## [2670] "Speech Language Hearing Sciences"
## [2671] "Speech Language Hearing Sciences"
## [2672] "French Studies"
## [2673] "Biology"
## [2674] "Economics"
## [2675] "psychology"
## [2676] "sociology"
## [2677] "biology"
## [2678] "Human development and Family studies"
## [2679] "French and Francophone Studies"
## [2680] "French"
## [2681] "Psychology"
## [2682] "Biology"
## [2683] "Anthropology"
## [2684] "Botany"
## [2685] "BCMB School of Medicine"
## [2686] "Bioproducts and Biosystem Engineering"
## [2687] "CSD"
## [2688] "Communication sciences and disorders"
## [2689] "CSD PhD"
## [2690] "Computer Science"
## [2691] "Biocohemistry"
## [2692] "Speech Language and Hearing Sciences"
## [2693] "Communication Sciences and Disorders"
## [2694] "Disability Disciplines Speech Language Pathology"
## [2695] "Hearing and Speech"
## [2696] "Speech language and hearing PhD in communication sciences and disorders"
## [2697] "Psychological sciences"
## [2698] "Communication Sciences and Disorders"
## [2699] "Behavioral and brain sciences"
## [2700] "Communicative Sciences and Disorders"
## [2701] "Communicative Sciences and Disorders"
## [2702] "Speech Pathology and Audiology"
## [2703] "College of Health Solutions"
## [2704] "College of Health Solutions"
## [2705] "Hearing and Speech Sciences"
## [2706] "Program in Audiology and Communication Sciences"
## [2707] "Communication Sciences and Disorders"
## [2708] "Communication Sciences and Disorders"
## [2709] "Hearing and Speech Sciences"
## [2710] "CSD"
## [2711] "CSCD PhD"
## [2712] "CSCD PhD"
## [2713] "Computer Science"
## [2714] "Cognitive psychology"
## [2715] "Nutritional Sciences"
## [2716] "Immunology and Microbial Pathogenesis"
## [2717] "Electrical Engineering Ph D"
## [2718] "Mathematics"
## [2719] "Biomedical Sciences"
## [2720] "Biomedical Sciences"
## [2721] "Bioinformatics"
## [2722] "Civil Engineeirng"
## [2723] "Biology"
## [2724] "Computer Science"
## [2725] "Comparative biomedical sciences"
## [2726] "Psychology"
## [2727] "Clinical Psychology"
## [2728] "Dbbs"
## [2729] "ECE"
## [2730] "Biochemistry Cellular and Molecular Biology"
## [2731] "Integrated Life Sciences ILS"
## [2732] "Gender studies"
## [2733] "Anthropology"
## [2734] "Biology EEB"
## [2735] "history"
## [2736] "Musicology"
## [2737] "Human Genetics"
## [2738] "Biology"
## [2739] "Biological Sciences"
## [2740] "Ecology and Evolutionary Biology"
## [2741] "Biology"
## [2742] "Renewable Natural Resources"
## [2743] "Electrical and Computer Engineering"
## [2744] "Bioproducts"
## [2745] "Biology"
## [2746] "Biology"
## [2747] "Civil Engineering"
## [2748] "Civil Environmental Engineering"
## [2749] "Biology"
## [2750] "Linguistics"
## [2751] "Linguistics"
## [2752] "Linguistics"
## [2753] "Nutritional Science"
## [2754] "Biochemistry and molecular biology"
## [2755] "Biology"
## [2756] "Computer Science"
## [2757] "Computer Science"
## [2758] "Sackler institute"
## [2759] "Physics"
## [2760] "Chemistry"
## [2761] "Chemistry"
## [2762] "Electrical Computer Engineering"
## [2763] "Earth Science"
## [2764] "Teaching and Learning"
## [2765] "Astronautical Engineering"
## [2766] "mechanical"
## [2767] "family and human development"
## [2768] "Biology"
## [2769] "Psychology"
## [2770] "Religious Studies"
## [2771] "Mathematics"
## [2772] "MAE"
## [2773] "Electrical Engineering"
## [2774] "economics"
## [2775] "Atmospheric Science"
## [2776] "Community Well Being"
## [2777] "Community Well Being"
## [2778] "Food Science and Technology"
## [2779] "Neuroscience"
## [2780] "Neuroscience and Behavior"
## [2781] "molecular and cellular biology"
## [2782] "molecular and cellular biology"
## [2783] "neuroscience"
## [2784] "chemical engineering"
## [2785] "Earth Environmental and Planetary Science"
## [2786] "Biological and Biomedical Sciences"
## [2787] "Biological"
## [2788] "Management"
## [2789] "Occupational Therapy"
## [2790] "Bioengineering"
## [2791] "Business"
## [2792] "Business"
## [2793] "History"
## [2794] "Social Work"
## [2795] "Social Work"
## [2796] "Social Work"
## [2797] "Speech and Hearing Bioscience and Technology SHBT"
## [2798] "Materials Science Engineering"
## [2799] "Division of Materials Science and Engineering"
## [2800] "Division of Materials Science and Engineering"
## [2801] "Computational Biology and Bioinformatics"
## [2802] "Molecular and Cellular Biologu"
## [2803] "Molecular AND Cellular Biology"
## [2804] "Molecular AND Cellular Biology"
## [2805] "Molecular AND Cellular Biology"
## [2806] "Biophysics"
## [2807] "Biology"
## [2808] "Biology"
## [2809] "Biomedical Biological Sciences"
## [2810] "Post bacc"
## [2811] "Biology"
## [2812] "Cell Biology"
## [2813] "Cell Biology"
## [2814] "bioengineering"
## [2815] "Bioengineering"
## [2816] "Marine Science"
## [2817] "Chemistry Biochemistry"
## [2818] "Chemistry Biochemistry"
## [2819] "Political Science"
## [2820] "PhD in Chemistry"
## [2821] "Sociology"
## [2822] "Ecosystem Science and Management"
## [2823] "school of advanced international studies"
## [2824] "Health Policy"
## [2825] "Electrical Engineering"
## [2826] "Neuroscience"
## [2827] "Communication Sciences and Disorders"
## [2828] "Chemical engineering"
## [2829] "Electrical Engineering PhD"
## [2830] "Psychology"
## [2831] "Geological and Planetary Science"
## [2832] "Spanish"
## [2833] "American Studies"
## [2834] "GDBBS"
## [2835] "Clinical and School Psychology"
## [2836] "political science"
## [2837] "political science"
## [2838] "Materials Science"
## [2839] "Science and technology studies"
## [2840] "GSBSE"
## [2841] "ECE"
## [2842] "Aeronautics and Astronautics"
## [2843] "Aeronautics and Astronautics"
## [2844] "chemistry"
## [2845] "sustainability"
## [2846] "Nursing"
## [2847] "MACRO"
## [2848] "Philosophy"
## [2849] "Biomedical Engineering"
## [2850] "English"
## [2851] "Agronomy"
## [2852] "Civil construction environmental engineering"
## [2853] "Bioengineering"
## [2854] "psychology"
## [2855] "Molecular biology"
## [2856] "ECE"
## [2857] "Psychology"
## [2858] "Graduate Program for Neuroscience"
## [2859] "Applied and Agricultural Economics"
## [2860] "African American Studies"
## [2861] "agricultural environmental and development economics"
## [2862] "political science"
## [2863] "Business"
## [2864] "Psychology"
## [2865] "Molecular and cellular biology"
## [2866] "Political Science"
## [2867] "molecular and cellular biology"
## [2868] "Carlson Management Business"
## [2869] "mechanical engineering"
## [2870] "political science"
## [2871] "Nanoengineering"
## [2872] "Psychology"
## [2873] "IMP"
## [2874] "neuroscience"
## [2875] "History"
## [2876] "Biology"
## [2877] "Molecular and Cellular Biology"
## [2878] "Psychology"
## [2879] "Economics"
## [2880] "Civil Engineering"
## [2881] "Biochemistry and Structural Biology"
## [2882] "Biology"
## [2883] "Criminal Justice"
## [2884] "English"
## [2885] "English"
## [2886] "Pharmaceutical Sciences"
## [2887] "Biology"
## [2888] "Student Affairs"
## [2889] "Psychology"
## [2890] "linguistics"
## [2891] "Plant Biology"
## [2892] "GPILS"
## [2893] "Psychology"
## [2894] "Political Science"
## [2895] "Nutrition"
## [2896] "Materials Science and Engineering"
## [2897] "Psychology"
## [2898] "Mathematics"
## [2899] "Behavior cognition and neuroscience"
## [2900] "Mechanical Engineering"
## [2901] "Neuroscience and Behavior"
## [2902] "Sociology"
## [2903] "Biology"
## [2904] "Human Development Quantitative Methodology"
## [2905] "Education"
## [2906] "Psychology"
## [2907] "Psychology"
## [2908] "Psychology"
## [2909] "Psychological Brain Sciences"
## [2910] "Psychology"
## [2911] "Psychology PhD"
## [2912] "Psychology"
## [2913] "Psychology"
## [2914] "Psychology"
## [2915] "Psychology"
## [2916] "Psychology"
## [2917] "Psychology"
## [2918] "Psychology"
## [2919] "School of Information Sciences"
## [2920] "Psychology"
## [2921] "Psychology"
## [2922] "Psychology"
## [2923] "Media Lab"
## [2924] "Linguistics"
## [2925] "Educational Psychology"
## [2926] "philosophy"
## [2927] "Psychology"
## [2928] "Neuroscience"
## [2929] "Economics"
## [2930] "Psychology"
## [2931] "Psychology"
## [2932] "Psychology"
## [2933] "Psychology"
## [2934] "Psychology"
## [2935] "Political Science"
## [2936] "Political Science"
## [2937] "Psychology"
## [2938] "Biomedical Engineering"
## [2939] "Comparative Human Development"
## [2940] "Organizational Behavior"
## [2941] "Psychology"
## [2942] "Accounting"
## [2943] "Political Science"
## [2944] "Chemistry"
## [2945] "Computational Biology and Bioinformatics"
## [2946] "political science"
## [2947] "Roswell Park Cancer Prevention"
## [2948] "Nutrition Sciences"
## [2949] "Integrative Biology"
## [2950] "Psychology"
## [2951] "Sociology"
## [2952] "Finance"
## [2953] "Chemical Engineering"
## [2954] "mechanical engineering"
## [2955] "Clinical Psychology"
## [2956] "Ecology and Evolutionary Biology"
## [2957] "Pharmaceutical Sciences"
## [2958] "psychological and brain sciences"
## [2959] "Biology"
## [2960] "Chemistry"
## [2961] "political science"
## [2962] "History"
## [2963] "Special Education"
## [2964] "Chemistry"
## [2965] "Molecular Cellular Biology Neuroscience"
## [2966] "Cancer Biology Graduate Interdisciplinary Program"
## [2967] "Cognitive Sciences"
## [2968] "mimg"
## [2969] "Soil and Water Sciences"
## [2970] "Stern Business"
## [2971] "Economics"
## [2972] "Economics"
## [2973] "Economics"
## [2974] "Economics"
## [2975] "Economics"
## [2976] "Economics"
## [2977] "Economics"
## [2978] "School Psychology"
## [2979] "cosp"
## [2980] "Earth Energy Environmental Systems"
## [2981] "Computer Science"
## [2982] "Political Science"
## [2983] "Political Science"
## [2984] "Molecular Microbiology and Immunology"
## [2985] "MSTP"
## [2986] "Biomedical Sciences"
## [2987] "Economics"
## [2988] "Economics"
## [2989] "Earth System Science"
## [2990] "Bioinformatics and Systems Biology BISB"
## [2991] "Chemical Engineering"
## [2992] "Mathematics"
## [2993] "Physics"
## [2994] "Chemical Engineering"
## [2995] "MFA Art"
## [2996] "Civil and Environmental Engineering"
## [2997] "Civil and Environmental Engineering"
## [2998] "Sociology"
## [2999] "Public Policy"
## [3000] "Biomedical Engineering"
## [3001] "Biomedical Engineering"
## [3002] "Biomedical Engineering"
## [3003] "Chemistry"
## [3004] "chemistry"
## [3005] "Chemistry"
## [3006] "Chemical Engineering"
## [3007] "Environmental Sciences and Engineering"
## [3008] "Environmental Sciences and Engineering"
## [3009] "Sociology"
## [3010] "Political Science Politics"
## [3011] "Sociology"
## [3012] "English"
## [3013] "Accounting"
## [3014] "Business"
## [3015] "English"
## [3016] "English"
## [3017] "Political Science"
## [3018] "Anthropology"
## [3019] "Chemistry"
## [3020] "Chemistry"
## [3021] "Chemistry"
## [3022] "Chemistry"
## [3023] "Chemistry"
## [3024] "Chemistry"
## [3025] "Physics"
## [3026] "English"
## [3027] "Sociology"
## [3028] "BSTP"
## [3029] "Anthropology"
## [3030] "Geography and GIS"
## [3031] "Philosophy"
## [3032] "Philosophy"
## [3033] "Philosophy"
## [3034] "Biological Sciences"
## [3035] "Biological Sciences"
## [3036] "biological sciences"
## [3037] "biological sciences"
## [3038] "maths"
## [3039] "maths"
## [3040] "maths"
## [3041] "maths"
## [3042] "maths"
## [3043] "Civil and Environmental Engineering"
## [3044] "Political Science"
## [3045] "Health Behavior"
## [3046] "Computer Science"
## [3047] "Nutritional Sciences"
## [3048] "Biology"
## [3049] "Urban Planning"
## [3050] "Nicholas School"
## [3051] "political science"
## [3052] "Sociology"
## [3053] "International studies"
## [3054] "International studies"
## [3055] "Neuroscience"
## [3056] "English"
## [3057] "History"
## [3058] "history"
## [3059] "Egyptology and Assyriology"
## [3060] "Environmental engineering"
## [3061] "Linguistics"
## [3062] "History"
## [3063] "Physics"
## [3064] "Geography"
## [3065] "City and Regional Planning"
## [3066] "Philosophy"
## [3067] "History"
## [3068] "Environmental Sciences and Engineering"
## [3069] "Global public health"
## [3070] "Sociology"
## [3071] "Educational Psychology"
## [3072] "Public Health"
## [3073] "Civil and Environmental Engineering"
## [3074] "Bioengineering"
## [3075] "History"
## [3076] "Ethnic Studies"
## [3077] "Department of Environmental science"
## [3078] "Geography"
## [3079] "Anthropology and History"
## [3080] "Environmental Engineering"
## [3081] "American Studies"
## [3082] "School of theology"
## [3083] "geography"
## [3084] "Sociology"
## [3085] "Anthropology"
## [3086] "Philosophy"
## [3087] "African and African Diaspora Studies"
## [3088] "African and African Diaspora Studies"
## [3089] "African and African Diaspora Studies"
## [3090] "Education"
## [3091] "English"
## [3092] "Agriculture Food and Resource Economics"
## [3093] "Molecular and Cellular Biology"
## [3094] "Genetics"
## [3095] "Program in Biomedical Sciences"
## [3096] "Biological and Biomedical Sciences"
## [3097] "Public Health"
## [3098] "English"
## [3099] "Genetics"
## [3100] "Geography"
## [3101] "English"
## [3102] "American Studies"
## [3103] "Comparative Literature"
## [3104] "physics"
## [3105] "Environmental Science Policy Management"
## [3106] "History"
## [3107] "Religion"
## [3108] "Environmental Science Policy and Management"
## [3109] "History"
## [3110] "Counselor Education"
## [3111] "Musicology PHD"
## [3112] "Musicology PHD"
## [3113] "ESPN"
## [3114] "BIMS"
## [3115] "BIMS"
## [3116] "Political Science"
## [3117] "Philosophy"
## [3118] "Environmental Science Policy and Management"
## [3119] "Business"
## [3120] "Environmental Science Policy and Management"
## [3121] "English"
## [3122] "English"
## [3123] "Environmental Science Policy Management"
## [3124] "Theology Theology"
## [3125] "English"
## [3126] "Physics Astronomy"
## [3127] "Geography"
## [3128] "Environmental Science Policy and Management"
## [3129] "Computer Science"
## [3130] "Environmental Science Policy and Management"
## [3131] "Mechanical and Civil Engineering"
## [3132] "Environmental Science Policy Management"
## [3133] "History"
## [3134] "Communication"
## [3135] "Psychology"
## [3136] "Population Biology"
## [3137] "History"
## [3138] "Geography"
## [3139] "English"
## [3140] "Agronomy and Plant Genetics"
## [3141] "Sociology"
## [3142] "Sociology"
## [3143] "Entomology"
## [3144] "Entomology"
## [3145] "Electrical and Computer Engineering"
## [3146] "Biomedical Sciences"
## [3147] "College of Journalism and Communications"
## [3148] "Biology"
## [3149] "Anthropology"
## [3150] "Biomedical Sciences BMS"
## [3151] "Clinical psychology"
## [3152] "Computer science"
## [3153] "Computer Science"
## [3154] "Food Science"
## [3155] "Civil Environmental Engineering PhD"
## [3156] "English"
## [3157] "Religious Studies"
## [3158] "School for the Future of Innovation in Society"
## [3159] "IST"
## [3160] "Developmental Science Psychology"
## [3161] "Human Development and Family Studies"
## [3162] "Chemistry"
## [3163] "Chemistry"
## [3164] "Chemistry"
## [3165] "Biology"
## [3166] "Biology"
## [3167] "Biology"
## [3168] "Chemistry"
## [3169] "Chemistry"
## [3170] "Chemistry"
## [3171] "Earth Science"
## [3172] "Sociology"
## [3173] "Sociology"
## [3174] "Musicology"
## [3175] "Religion"
## [3176] "Religious Studies"
## [3177] "Theology Religious Studies"
## [3178] "Philosophy"
## [3179] "neuroscience"
## [3180] "Molecular and cellular biology"
## [3181] "Biological Sciences"
## [3182] "Geosciences"
## [3183] "Biomedical Sciences"
## [3184] "Electrical and Computer Engineering"
## [3185] "Linguistics"
## [3186] "pharmacy"
## [3187] "Computer Science and Engineering"
## [3188] "Spanish and Portuguese"
## [3189] "Romance Languages and Literatures"
## [3190] "Portuguese"
## [3191] "Sociology"
## [3192] "PCB"
## [3193] "BBSP"
## [3194] "Anthropology"
## [3195] "Earth and Environmental Sciences"
## [3196] "Chemistry"
## [3197] "Human development and family science"
## [3198] "Economics"
## [3199] "Linguistics"
## [3200] "Bioengineering PhD"
## [3201] "Counseling Psychology Social Psychology and Mental Health Counseling"
## [3202] "Education"
## [3203] "Political science"
## [3204] "Ethnomusicology"
## [3205] "BBSP"
## [3206] "Political Science"
## [3207] "School of Molecular Sciences"
## [3208] "Geology"
## [3209] "Economics"
## [3210] "Epidemiology"
## [3211] "Machine Learning"
## [3212] "MCB"
## [3213] "psychology"
## [3214] "Sociology"
## [3215] "Biology"
## [3216] "Biology"
## [3217] "Political Science"
## [3218] "Statistics"
## [3219] "Statistics"
## [3220] "Statistics"
## [3221] "Statistics"
## [3222] "Statistics"
## [3223] "computer science"
## [3224] "Education"
## [3225] "Biochemistry"
## [3226] "Biochemistry"
## [3227] "Biochemistry"
## [3228] "Biomolecular Engineering And Bioinformatics BMEB"
## [3229] "Earth Planetary Science"
## [3230] "Biology"
## [3231] "Romance Studies"
## [3232] "demography"
## [3233] "Sociology"
## [3234] "Biology"
## [3235] "Biology"
## [3236] "Physics"
## [3237] "department of biological sciences"
## [3238] "Sociology"
## [3239] "Sociology"
## [3240] "Computer Science"
## [3241] "Social Psychology"
## [3242] "Atmospheric and Ocean Science"
## [3243] "Economics"
## [3244] "Epidemiology"
## [3245] "Finance"
## [3246] "Marketing"
## [3247] "Sociology"
## [3248] "Economics"
## [3249] "Economics"
## [3250] "Economics"
## [3251] "Computer Science"
## [3252] "Political Science"
## [3253] "immunology"
## [3254] "immunology"
## [3255] "immunology"
## [3256] "Sociolgoy"
## [3257] "Sociolgoy"
## [3258] "Sociology"
## [3259] "political science"
## [3260] "Chemistry"
## [3261] "Chemistry"
## [3262] "BMCDB"
## [3263] "Computer Science"
## [3264] "Psychological Sciences"
## [3265] "Psychology"
## [3266] "Electrical Engineering"
## [3267] "Computer Science"
## [3268] "Chemistry and Biochemistry"
## [3269] "Chemical Biology"
## [3270] "Psychological Sciences"
## [3271] "Kinesiology Recreation and Sport Studies"
## [3272] "Interdepartmental Graduate Program in Neuroscience"
## [3273] "pharmaceutical sciences"
## [3274] "Political Science"
## [3275] "Sociology PhD"
## [3276] "Plant and Microbial Biology"
## [3277] "Biology"
## [3278] "Materials Science Engineering"
## [3279] "Materials Science Engineering"
## [3280] "Management"
## [3281] "DBBS plus Olin Fellowship"
## [3282] "Biomedical engineering"
## [3283] "Plant and Microbial Biosciences"
## [3284] "Political Science"
## [3285] "Computer science"
## [3286] "History"
## [3287] "Sociology"
## [3288] "School of Education"
## [3289] "Psychology"
## [3290] "Sociology"
## [3291] "cell and molecular biosciences"
## [3292] "Computer Science"
## [3293] "Sociology"
## [3294] "Sociology"
## [3295] "Sociology Ph D"
## [3296] "Sociology"
## [3297] "Sociology"
## [3298] "Sociology"
## [3299] "Sociology"
## [3300] "Sociology"
## [3301] "Anthropology"
## [3302] "Sociology"
## [3303] "Nutritional Biochemistry"
## [3304] "Nutritional Sciences"
## [3305] "Linguistics"
## [3306] "Sociology"
## [3307] "Linguistics"
## [3308] "electrical engineering"
## [3309] "Bioengineering"
## [3310] "Molecular Biosciences"
## [3311] "Molecular Biosciences"
## [3312] "Genetics Development and Stem Cells"
## [3313] "Biological Engineering"
## [3314] "Chemical Engineering"
## [3315] "Applied Physics"
## [3316] "Applied Physics"
## [3317] "French"
## [3318] "French"
## [3319] "French"
## [3320] "Special Education"
## [3321] "Chemistry"
## [3322] "School of Information"
## [3323] "Biology"
## [3324] "Chemistry"
## [3325] "Chemistry"
## [3326] "Linguistics"
## [3327] "Mathematics"
## [3328] "PIBBS"
## [3329] "industrial engineering"
## [3330] "Linguistics"
## [3331] "Linguistics"
## [3332] "Linguistics"
## [3333] "Linguistics"
## [3334] "Anthropology"
## [3335] "English"
## [3336] "Chemical Engineering"
## [3337] "Biological Sciences"
## [3338] "Olin Business School PhD program"
## [3339] "Education"
## [3340] "Statistics"
## [3341] "Psychology"
## [3342] "Ecology"
## [3343] "Media Lab"
## [3344] "Electrical engineering"
## [3345] "Political Science"
## [3346] "Psychology Law"
## [3347] "ESAM"
## [3348] "Immunology"
## [3349] "Institute for Systems Research"
## [3350] "Earth Science"
## [3351] "Industrial Engineering"
## [3352] "Biomedical Engineering"
## [3353] "English"
## [3354] "Biology"
## [3355] "veterinary medicine"
## [3356] "PhD in Political Science"
## [3357] "Psychology"
## [3358] "History PhD"
## [3359] "History PhD"
## [3360] "Engineering"
## [3361] "Chemistry"
## [3362] "History"
## [3363] "Physics"
## [3364] "Physics"
## [3365] "Integrated Biomedical Sciences"
## [3366] "School of Information"
## [3367] "Communication"
## [3368] "Computer Science"
## [3369] "Physics"
## [3370] "Biomedical Engineering"
## [3371] "Biological Sciences"
## [3372] "Bioengineering"
## [3373] "chemsitry"
## [3374] "Earth and Environment"
## [3375] "Linguistics PhD"
## [3376] "Mechanical"
## [3377] "Romance Languages and Literatures Spanish"
## [3378] "Psychology"
## [3379] "Pharmacology"
## [3380] "Geography"
## [3381] "Art History"
## [3382] "CSE Ph D"
## [3383] "Art History"
## [3384] "Information Science"
## [3385] "Information Science"
## [3386] "chemistry"
## [3387] "Molecular and Cell Biology"
## [3388] "mechanical engineering"
## [3389] "Art History"
## [3390] "Biochemistry and Molecular Biophysics"
## [3391] "Biochemistry and Molecular Biophysics"
## [3392] "Biochemistry and Molecular Biophysics"
## [3393] "Biochemistry and Molecular Biophysics"
## [3394] "Biochemistry and Molecular Biophysics"
## [3395] "Chemistry"
## [3396] "BBSP"
## [3397] "Neurobiology"
## [3398] "Geography and Atmospheric Science"
## [3399] "Plant and Microbial Biology"
## [3400] "Biochemistry Molecular Biology and Biophysics"
## [3401] "Plant and Microbial Biology"
## [3402] "Institute for Biomedical Sciences"
## [3403] "Philosophy"
## [3404] "english"
## [3405] "Economics"
## [3406] "Regional Studies East Asia"
## [3407] "Economics"
## [3408] "Gender Studies"
## [3409] "Neuroscience Doctoral Program"
## [3410] "Pharmaceutical Sciences"
## [3411] "Medical Scientist Training Program"
## [3412] "Chemical engineering"
## [3413] "BBS"
## [3414] "BMCDB"
## [3415] "Computer Science"
## [3416] "Computer Science"
## [3417] "School of Molecular Sciences"
## [3418] "Comparative Literature"
## [3419] "Biosystems Engineering"
## [3420] "Geosciences"
## [3421] "Earth Environmental and Planetary Sciences"
## [3422] "Computer Science"
## [3423] "BCMB"
## [3424] "Biochemistry Biophysics and Structural Biology"
## [3425] "Chemical Engineering"
## [3426] "Neuroscience Graduate Program"
## [3427] "Molecular Biology"
## [3428] "Biology and Microbiology PhD"
## [3429] "Microbial Pathogenesis"
## [3430] "Human Factors and Behavioral Neurobiology"
## [3431] "Human Factors"
## [3432] "Watson School of Biological Sciences"
## [3433] "Chemical and Biomolecular Engineering"
## [3434] "Chemical and biomolecular engineering"
## [3435] "Cancer Biology"
## [3436] "History"
## [3437] "Earth and Space Sciences"
## [3438] "Psychology"
## [3439] "Physics and Astronomy"
## [3440] "Environmental Science"
## [3441] "computer science"
## [3442] "Business Administration"
## [3443] "Mathematics"
## [3444] "PBIO"
## [3445] "Biomedical Engineering"
## [3446] "Developmental Biology"
## [3447] "Science"
## [3448] "Chemical and Petroleum Engineering"
## [3449] "Biomedical Sciences"
## [3450] "Geography"
## [3451] "Computer Science"
## [3452] "Ecology Evolution and Behavior"
## [3453] "chemistry"
## [3454] "Astrophysics"
## [3455] "Chemistry"
## [3456] "Psychological Sciences"
## [3457] "E ES"
## [3458] "Linguistics PhD"
## [3459] "Electrical Engineering"
## [3460] "Biology"
## [3461] "Biochemistry and Molecular Biology"
## [3462] "Physics"
## [3463] "Slavic"
## [3464] "Biophysics"
## [3465] "Mechanical Engineering"
## [3466] "Sociology"
## [3467] "Chemical and Biomolecular Engineering"
## [3468] "Materials Science and Engineering"
## [3469] "science"
## [3470] "Philosophy PhD"
## [3471] "Linguistics PhD"
## [3472] "Linguistics PhD"
## [3473] "Linguistics PhD"
## [3474] "Basic Science"
## [3475] "Astronomy and Planetary Sciences"
## [3476] "PHTX"
## [3477] "Forest and Rangeland Stewardship"
## [3478] "Vision Science"
## [3479] "Biological Sciences"
## [3480] "Spanish and Portuguese Hispanic Linguistics PhD"
## [3481] "English"
## [3482] "Entomology"
## [3483] "psychology"
## [3484] "Scripps Institution of Oceanography"
## [3485] "Robotics"
## [3486] "Computer Science PhD"
## [3487] "chemical engineering"
## [3488] "BME"
## [3489] "social work"
## [3490] "EE"
## [3491] "Chemical Engineering"
## [3492] "Biology"
## [3493] "Civil Engineering"
## [3494] "Chemical Engineering"
## [3495] "Neuroscience"
## [3496] "Microbiology"
## [3497] "Neuroscience"
## [3498] "American Studies"
## [3499] "Ssbm"
## [3500] "Wildlife Biology"
## [3501] "GPiBS"
## [3502] "Chemical Engineering"
## [3503] "Chemistry"
## [3504] "Biology"
## [3505] "History"
## [3506] "Engineering"
## [3507] "Engineering"
## [3508] "Musicology"
## [3509] "Chemical Engineering"
## [3510] "Computational and Data Sciences"
## [3511] "Cognitive Science and Neuroscience"
## [3512] "Comparative Literature"
## [3513] "Comparative Literature"
## [3514] "Philosophy"
## [3515] "Philosophy"
## [3516] "Philosophy"
## [3517] "Chemistry"
## [3518] "Engineering"
## [3519] "Engineering"
## [3520] "Chemistry"
## [3521] "Biomedical Sciences"
## [3522] "Biostatistics"
## [3523] "Graduate School of Biomedical Sciences"
## [3524] "Chemical Engineering"
## [3525] "Chemical Engineering"
## [3526] "Chemical Engineering"
## [3527] "Chemical Engineering"
## [3528] "Civil and Environmental Engineering"
## [3529] "School of Marine and Atmospheric Sciences"
## [3530] "Geography"
## [3531] "Politics"
## [3532] "Education"
## [3533] "Economics"
## [3534] "Music Composition"
## [3535] "Applied Physics"
## [3536] "Physics"
## [3537] "Physics"
## [3538] "Nuclear Engineering"
## [3539] "iSchool"
## [3540] "Philosophy"
## [3541] "Chemistry"
## [3542] "Biosciences"
## [3543] "Industrial Engineering"
## [3544] "iSchool"
## [3545] "History"
## [3546] "Biostatistics"
## [3547] "Music"
## [3548] "Management"
## [3549] "industrial engineering"
## [3550] "Psychology"
## [3551] "PhD EEE"
## [3552] "Sociology"
## [3553] "Department of Psychiatry"
## [3554] "Chemistry"
## [3555] "Sociology"
## [3556] "Chemical Engineering"
## [3557] "Neuroscience"
## [3558] "chemical engineering"
## [3559] "Computer Science"
## [3560] "School of Politics and Global Studies"
## [3561] "Food Science and Technology"
## [3562] "Materials Science and Engineering"
## [3563] "french"
## [3564] "Economics PhD"
## [3565] "Molecular Microbiology and Immunology"
## [3566] "Neuroscience"
## [3567] "math"
## [3568] "Mathematics"
## [3569] "Mathematics"
## [3570] "Mathematics"
## [3571] "Mathematics"
## [3572] "Higher Education"
## [3573] "Psychology"
## [3574] "Biology"
## [3575] "Microbiology and Immunology"
## [3576] "Biology"
## [3577] "Chemical and Biomolecular Engineering"
## [3578] "Neuroscience"
## [3579] "Comparative Thought and Literature Humanities Center"
## [3580] "Economics"
## [3581] "CMDB"
## [3582] "NIH OxCam Program"
## [3583] "Economics"
## [3584] "Philosophy"
## [3585] "Earth Sciences"
## [3586] "Strategy Business Administration"
## [3587] "Psychology"
## [3588] "Second Language Acquisition MA"
## [3589] "Microbiology and Immunology PhD"
## [3590] "Chemical Engineering"
## [3591] "Chemical Engineering"
## [3592] "Anthropology"
## [3593] "Microbiology"
## [3594] "Genetics"
## [3595] "Geological Sciences"
## [3596] "Geological Sciences"
## [3597] "Graduate School Graduate Program for Interdisciplinary Biomedical Sciences GPIBS"
## [3598] "Biology"
## [3599] "Neuroscience"
## [3600] "Molecular genetics"
## [3601] "Immunology"
## [3602] "Rhetoric"
## [3603] "Environmental Sciences and Engineering"
## [3604] "Pharmacology and Toxicology"
## [3605] "Biomedical Sciences"
## [3606] "Statistics"
## [3607] "Statistics"
## [3608] "Statistics"
## [3609] "Statistics"
## [3610] "Molecular Biology"
## [3611] "Statistics"
## [3612] "Neuroscience"
## [3613] "Geological Sciences"
## [3614] "EAD"
## [3615] "Land Resources and Environmental Science"
## [3616] "Biomedical Engineering"
## [3617] "Biomedical Engineering"
## [3618] "Genetics Genomics"
## [3619] "Polymer Science"
## [3620] "Environmental Medicine Toxicology PhD"
## [3621] "Biology"
## [3622] "Political Science"
## [3623] "Geology"
## [3624] "Philosophy"
## [3625] "Entomology"
## [3626] "Biochemistry"
## [3627] "Mechanical Engineering"
## [3628] "Biology"
## [3629] "Geography"
## [3630] "IPBS"
## [3631] "Engineering"
## [3632] "Mechanical"
## [3633] "School of Biological Sciences"
## [3634] "Anthropology"
## [3635] "Chemistry"
## [3636] "Neuroscience"
## [3637] "Pharmacology Toxicology"
## [3638] "Pharmacology Toxicology"
## [3639] "Biochemistry and Molecular Biology"
## [3640] "mandel school of applied social sciences"
## [3641] "Anthropology PhD"
## [3642] "Nanoscale Science"
## [3643] "Aerospace Engineering"
## [3644] "anthropology"
## [3645] "English"
## [3646] "Religion"
## [3647] "Biology"
## [3648] "political science"
## [3649] "biology"
## [3650] "Business"
## [3651] "School of Medicine"
## [3652] "Biomedical Engineering"
## [3653] "Biosciences"
## [3654] "Statistical Science Biostatistics"
## [3655] "Education"
## [3656] "Anthropology"
## [3657] "Education"
## [3658] "microbiology"
## [3659] "BMB"
## [3660] "School of Computer Science"
## [3661] "College of Pharmacy"
## [3662] "College of Pharmacy"
## [3663] "Political Science"
## [3664] "Child Youth and Family Studies"
## [3665] "computer science phd"
## [3666] "industrial engineering"
## [3667] "Political Science"
## [3668] "Mechanical Engineering"
## [3669] "Mechanical Aerospace Engineering"
## [3670] "english"
## [3671] "Kinesiology"
## [3672] "Neuroscience"
## [3673] "Bioinformatics"
## [3674] "Psychology"
## [3675] "Bioinformatics"
## [3676] "Physics"
## [3677] "economics"
## [3678] "Psychology PhD"
## [3679] "Psychology PhD"
## [3680] "Psychology PhD"
## [3681] "Education"
## [3682] "Environment"
## [3683] "Ecosystem and Conservation Science BRIDGES NSF NRT Program"
## [3684] "Physics"
## [3685] "School of Film"
## [3686] "Philosophy"
## [3687] "Clinical Psychology"
## [3688] "Computer Science"
## [3689] "BEES"
## [3690] "Electrical Engineering"
## [3691] "chemistry"
## [3692] "Communication PhD"
## [3693] "Materials Science and Engineering"
## [3694] "Sociology"
## [3695] "Department of Computer Science and Engineering"
## [3696] "economics"
## [3697] "economics"
## [3698] "Economics"
## [3699] "Economics"
## [3700] "Mechanical and Nuclear Engineering"
## [3701] "Political Science"
## [3702] "Political Science"
## [3703] "Political Science"
## [3704] "ECSE"
## [3705] "Materials Science and Engineering"
## [3706] "physics"
## [3707] "Soil Science"
## [3708] "Genetics Molecular Biology"
## [3709] "Bioinformatics"
## [3710] "Anthropology"
## [3711] "Physics"
## [3712] "Art History"
## [3713] "Sociology"
## [3714] "Chemistry"
## [3715] "African"
## [3716] "Psychology"
## [3717] "political science"
## [3718] "IPBS Pharmacology"
## [3719] "Chemistry"
## [3720] "Spanish Portuguese Languages and Literatures"
## [3721] "Biochemistry and Molecular Biophysics"
## [3722] "History"
## [3723] "Biostatistics"
## [3724] "College of Information Science and Technology"
## [3725] "Molecular and computational biology"
## [3726] "Chemistry"
## [3727] "Chemistry"
## [3728] "Neuroscience"
## [3729] "Immunology and Infectious Disease"
## [3730] "Comparative Literature"
## [3731] "Mathematics"
## [3732] "Economics and Finance"
## [3733] "engineering"
## [3734] "Department of Civil and Environmental Engineering"
## [3735] "Mathematics"
## [3736] "Political Science"
## [3737] "Chemistry"
## [3738] "Chemistry"
## [3739] "Chemistry"
## [3740] "Sloan School of Management"
## [3741] "Chemistry"
## [3742] "Chemistry and Biochemistry"
## [3743] "Biology"
## [3744] "Chemistry"
## [3745] "Electrical and System Engineering"
## [3746] "Ecology and Evolutionary Biology"
## [3747] "Chemistry"
## [3748] "Chemistry"
## [3749] "Chemistry"
## [3750] "Chemistry"
## [3751] "Chemistry"
## [3752] "Biochemistry"
## [3753] "school of medicine"
## [3754] "Chemistry"
## [3755] "Chemistry"
## [3756] "Cell and Molecular Biology"
## [3757] "Chemistry"
## [3758] "Computer science"
## [3759] "Chemistry and Biochemistry"
## [3760] "Chemistry"
## [3761] "PhD Biology"
## [3762] "IPS Literature"
## [3763] "Pharmacology"
## [3764] "Chemistry"
## [3765] "Chemistry"
## [3766] "MD PhD"
## [3767] "Biomedical Sciences"
## [3768] "School of Communication"
## [3769] "Political Science"
## [3770] "Geosciences"
## [3771] "Biology EEOB"
## [3772] "Coastal Engineering"
## [3773] "Electrical and Computer Engineering"
## [3774] "Biomedical Engineering"
## [3775] "School of Human Evolution and Social Change Global Health"
## [3776] "Mechanical Engineering"
## [3777] "Mechanical Engineering"
## [3778] "marketing"
## [3779] "Medicine"
## [3780] "NUIN"
## [3781] "Neuroscience"
## [3782] "Sociology"
## [3783] "physics"
## [3784] "MECHANICAL"
## [3785] ""
## [3786] "Electrical"
## [3787] "Chemistry"
## [3788] "Human Computer Interaction Institute"
## [3789] "Graduate program"
## [3790] "Physics"
## [3791] "political science"
## [3792] "Mechanical Engineering"
## [3793] "DSCB"
## [3794] "Political Science"
## [3795] "Political Science"
## [3796] "Materials Science and Engineering PhD"
## [3797] "Management"
## [3798] "math"
## [3799] "Microbiology and Molecular Genetics"
## [3800] "Hugh Downs School of Human Communication"
## [3801] "Disaster Science and Management"
## [3802] "Biomedical Sciences"
## [3803] "History"
## [3804] "Music"
## [3805] "English"
## [3806] "Chemistry"
## [3807] "Sociology"
## [3808] "Biology"
## [3809] "Geology and Geophysics"
## [3810] "Biochemistry"
## [3811] "Forensic Science"
## [3812] "Mechanical Engineering"
## [3813] "Developmental and Brain Sciences"
## [3814] "Biomedical Engineering"
## [3815] "Political Science"
## [3816] "Political Science"
## [3817] "Physics"
## [3818] "Biology"
## [3819] "Life Sciences"
## [3820] "materials science"
## [3821] "Exercise and Sport Science"
## [3822] "Bme"
## [3823] "Music"
## [3824] "Music"
## [3825] "Environmental Health Sciences"
## [3826] "Chemical and Petroleum Engineering"
## [3827] "DGP"
## [3828] "Steinhardt"
## [3829] "Chemistry"
## [3830] "Biomedical Engineering"
## [3831] "Mechanical Engineering"
## [3832] "Geosciences"
## [3833] "Physics"
## [3834] "American Studies"
## [3835] "ECSE"
## [3836] "Computer and Information Science"
## [3837] "Chemistry"
## [3838] "Chemistry"
## [3839] "Oncological Sciences"
## [3840] "Biostatistics"
## [3841] "Comp Biology"
## [3842] "EEOB"
## [3843] "Public Administartion"
## [3844] "Political Science"
## [3845] "political science"
## [3846] "political science"
## [3847] "Operations Research"
## [3848] "Chemistry"
## [3849] "Sociology"
## [3850] "Neuroscience"
## [3851] "statistics"
## [3852] "Natural Resources and Environment Science"
## [3853] "Physics"
## [3854] "School of Aquatic and Fishery Sciecnes"
## [3855] "Haas School of Business"
## [3856] "Immunology and Microbial Disease"
## [3857] "Bloomington"
## [3858] "Biophysics"
## [3859] "Electrical and computer engineering"
## [3860] "Civil Engineering"
## [3861] "School of Public Affairs"
## [3862] "School of Public Affairs"
## [3863] "Economics"
## [3864] "French and Italian"
## [3865] "Business"
## [3866] "Biochemistry"
## [3867] "Mathematics"
## [3868] "Computer Science"
## [3869] "Chemistry"
## [3870] "Chemical Engineering"
## [3871] "Applied Linguistics"
## [3872] "Mechanical Engineering"
## [3873] "Electrical Engineering and Computer Science"
## [3874] "Engineering Education"
## [3875] "Chemistry"
## [3876] "Supply Chain"
## [3877] "Accounting"
## [3878] "Accounting"
## [3879] "Accounting"
## [3880] "Engineering"
## [3881] "Chemical engineering"
## [3882] "Math"
## [3883] "Aerospace Engineering"
## [3884] "Biochemistry"
## [3885] "Materials Engineering"
## [3886] "Economics"
## [3887] "English"
## [3888] "Statistics"
## [3889] "management"
## [3890] "Chemical and Biological Engineering"
## [3891] "Biostatistics"
## [3892] "Biostatistics"
## [3893] "Religion"
## [3894] "Religion"
## [3895] "Chemical Engineering"
## [3896] "Economics"
## [3897] "Chemistry"
## [3898] "Physics"
## [3899] "Computing"
## [3900] "Animal Behavior"
## [3901] "Finance"
## [3902] "Mathematics"
## [3903] "engineering"
## [3904] "Linguistics"
## [3905] "Mechanical and Aerospace Engineering"
## [3906] "Biophysics"
## [3907] "Philosophy"
## [3908] "Planning Policy and Design"
## [3909] "Immunobiology"
## [3910] "Chemical and Biological Engineering"
## [3911] "physics"
## [3912] "Civil and Environmental Engineering"
## [3913] "Civil and Environmental Engineering"
## [3914] "biological sciences"
## [3915] "biological sciences"
## [3916] "civil engineering"
## [3917] "Chemistry Biochemistry"
## [3918] "Government"
## [3919] "Transatlantic History"
## [3920] "Art History"
## [3921] "Molecular Microbiology and Immunology"
## [3922] "Public Policy"
## [3923] "Public Policy"
## [3924] "Public Policy"
## [3925] "Public Policy"
## [3926] "english"
## [3927] "Program in Biomedical Sciences and Engineering PBSE"
## [3928] "Biochemistry Molecular Cell and Developmental Biology BMCDB"
## [3929] "Program in Molecular and Cellular Biosciences PMCB"
## [3930] "Program in Molecular and Cellular Biosciences PMCB"
## [3931] "Physiology and Developmental Biology"
## [3932] "Chemical Engineering"
## [3933] "Biomedical Engineering"
## [3934] "Biomedical Engineering"
## [3935] "linguistics"
## [3936] "Experimental Psychology"
## [3937] "Cell and Molecular Biology"
## [3938] "Quantitative Biology"
## [3939] "Epidemiology"
## [3940] "Psychology"
## [3941] "Psychology"
## [3942] "Geospatial Science and Engineering"
## [3943] "Human Development and Family Studies"
## [3944] "Economics"
## [3945] "Electrical engineering"
## [3946] "Pharmaceutical Sciences PhD Program"
## [3947] "Pharmaceutical Sciences PhD Program"
## [3948] "Pharmaceutical Sciences PhD Program"
## [3949] "Pharmaceutical Sciences PhD Program"
## [3950] "Pharmaceutical Sciences PhD Program"
## [3951] "Pharmaceutical Sciences PhD Program"
## [3952] "Mechanical Engineering"
## [3953] "Electrical"
## [3954] "Chemistry"
## [3955] "Electrical and Computer Engineering Department"
## [3956] "History"
## [3957] "Politics"
## [3958] "Bioengineering"
## [3959] "Chemistry"
## [3960] "History"
## [3961] "Physics and Astronomy"
## [3962] "Neuroscience"
## [3963] "Astrophysics and Planetary Science"
## [3964] "Anthropology"
## [3965] "psychology"
## [3966] "BME"
## [3967] "Earth Systems"
## [3968] "Physical Therapy"
## [3969] "Dscb"
## [3970] "SEMTE"
## [3971] "physics"
## [3972] "NUIN"
## [3973] "Botany and plant pathology"
## [3974] "Art History"
## [3975] "Language Technologies Institute"
## [3976] "Virginia Institute of Marine Science"
## [3977] "Psychology"
## [3978] "Statistics"
## [3979] "Psychology"
## [3980] "Philosophy"
## [3981] "Chemistrt"
## [3982] "Molecular and Cell Biology"
## [3983] "Mathematics and Statistics"
## [3984] "Electrical and Computer Engineering"
## [3985] "Electrical and Computer Engineering"
## [3986] "Chemistry"
## [3987] "Chemical and Biomolecular Engineering"
## [3988] "Computer Science"
## [3989] "Theology"
## [3990] "Engineering Technology"
## [3991] "PhD in Public Policy"
## [3992] "Aerospace Engineering"
## [3993] "civil engineering"
## [3994] "PHARMACEUTICAL SCIENCES"
## [3995] "management"
## [3996] "EEOB"
## [3997] "Biochemistry"
## [3998] "Political Science"
## [3999] "Economics"
## [4000] "computer science"
## [4001] "Psychology"
## [4002] "Mechanical Engineering"
## [4003] "Neuroscience"
## [4004] "Social Work"
## [4005] "SNR"
## [4006] "Media and Communications"
## [4007] "Philosophy"
## [4008] "Electrical Computer Engineering"
## [4009] "Physics"
## [4010] ""
## [4011] "Biological Sciences"
## [4012] "Electrical Engineering"
## [4013] "Chemistry"
## [4014] "Biology"
## [4015] "Economics"
## [4016] "Economics"
## [4017] "Physics"
## [4018] "Counseling Psychology"
## [4019] "PMCB"
## [4020] "Master of Science in Mechanical Engineering"
## [4021] "Pharmacology"
## [4022] "psychology"
## [4023] "Psychology Industrial Organizational Psychology"
## [4024] "Psychology"
## [4025] "Chemistry"
## [4026] "Chemistry PhD"
## [4027] "Criminology Law Society PhD"
## [4028] "Criminology Law Society"
## [4029] "Chemistry PhD"
## [4030] "Philosophy"
## [4031] "Biochemistry and Molecular Biology"
## [4032] "Sociology"
## [4033] "Sociology"
## [4034] "Sociology"
## [4035] "Genetics"
## [4036] "Mathematics"
## [4037] "Electrical Engineering"
## [4038] "Animal Science"
## [4039] "Plant Science"
## [4040] "Biostatistics Bioinformatics"
## [4041] "Physics"
## [4042] "Counseling Psychology"
## [4043] "Physics"
## [4044] "Psychology"
## [4045] "biostatistics"
## [4046] "EE"
## [4047] "Philosophy PhD"
## [4048] "Gender Studies"
## [4049] "Human development"
## [4050] "Atmospheric Sceinces"
## [4051] "Physics"
## [4052] "Chemistry"
## [4053] "Chemical Engineering"
## [4054] "art history"
## [4055] "Computer Engineering"
## [4056] "History"
## [4057] "Psychology"
## [4058] "School Psychology"
## [4059] "Business"
## [4060] "Anthropology"
## [4061] "English"
## [4062] "Biochemistry"
## [4063] "Geoscience"
## [4064] "MA in Economics"
## [4065] "Materials Science"
## [4066] "Political Science"
## [4067] "Political Science"
## [4068] "Chemical"
## [4069] "English"
## [4070] "Economics"
## [4071] "Mechanical Engineering"
## [4072] "Mechanical Engineering"
## [4073] "Mechanical Engineering PhD"
## [4074] "Neurosciences"
## [4075] "English"
## [4076] "Bioinformatics and Systems Biology"
## [4077] "Ocean Science and Engineering"
## [4078] "Scripps Institution of Oceanography"
## [4079] "Harbor Branch Oceanographic Institute"
## [4080] "English"
## [4081] "Educational Leadership"
## [4082] "Ecology"
## [4083] "Physics"
## [4084] "English"
## [4085] "economics"
## [4086] "Psychology"
## [4087] "Business"
## [4088] "Mathematics"
## [4089] "Mathematics"
## [4090] "Computer Science"
## [4091] "Philosophy"
## [4092] "Biology Kinesiology"
## [4093] "Mathematics"
## [4094] "Management"
## [4095] "History"
## [4096] "MIME"
## [4097] "Political Science"
## [4098] "Economics"
## [4099] "Philosophy"
## [4100] "Public Policy"
## [4101] "Nutritional Sciences"
## [4102] "Economics"
## [4103] "Molecular Cell Biology"
## [4104] "Biomedical Sciences"
## [4105] "environmental engineering"
## [4106] "Agronomy"
## [4107] "Biomedical Sciences"
## [4108] "Public Health"
## [4109] "Neuroscience PhD"
## [4110] "History"
## [4111] "Government"
## [4112] "bioinformatics"
## [4113] "EECS"
## [4114] "Biology"
## [4115] "Economics"
## [4116] "Bioinformatics and Systems Biology"
## [4117] "Biological and Biomedical Sciences"
## [4118] "Anthropolog"
## [4119] "Music"
## [4120] "Linguistics"
## [4121] "Art History"
## [4122] "business"
## [4123] "Integrated Cellular Molecular and Biomedical Studies"
## [4124] "Bioinformatics"
## [4125] "Film Media and Theatre"
## [4126] "Aerospace Engineering"
## [4127] "business"
## [4128] "social work"
## [4129] "social work"
## [4130] "Physics"
## [4131] "Physics"
## [4132] "Classical Studies"
## [4133] "Molecular Genetics Biochemistry Microbiology"
## [4134] "Chemistry"
## [4135] "Mechanical Engineering"
## [4136] "Health Economics"
## [4137] "Annenberg School"
## [4138] "Anthropology"
## [4139] "Biosciences"
## [4140] "History"
## [4141] "Computer Science"
## [4142] "Economics"
## [4143] "Mathematics"
## [4144] "Physics"
## [4145] "electrical engineering and computer science"
## [4146] "Neuroscience"
## [4147] "Government"
## [4148] "Chemical and Biomolecular Engineering"
## [4149] "Chemical and Biomolecular Engineering"
## [4150] "political science"
## [4151] "Computer Science"
## [4152] "Chemistry and Biochemistry"
## [4153] "Chemistry and Biochemistry"
## [4154] "Bioengineering"
## [4155] "public policy"
## [4156] "public policy"
## [4157] "IOMS"
## [4158] "Anthropology"
## [4159] "Development Sociology"
## [4160] "Sociology"
## [4161] "Sociology"
## [4162] "MA in English"
## [4163] "Physics"
## [4164] "Biomedical Engineering"
## [4165] "Cognitive Science"
## [4166] "Programs in Biological and Biomedical Sciences"
## [4167] "Ocean Engineering"
## [4168] "Political Science"
## [4169] "Behavior Cognition and Neuroscience"
## [4170] "finance"
## [4171] "Forestry Environmental Studies"
## [4172] "Geography"
## [4173] "Industrial and Systems Engineering"
## [4174] "Biology"
## [4175] "Pharmaceutical Sciences and Pharmacogenomics"
## [4176] "Plant Pathology"
## [4177] "Sociology"
## [4178] "Molecular and Cellular Biology"
## [4179] "Neuroscience"
## [4180] "Neurobiology PhD"
## [4181] "Materials Science"
## [4182] "Graduate Biomedical Sciences"
## [4183] "Integrative Biology"
## [4184] "school of medical sciences"
## [4185] "Sociology"
## [4186] "Sociology"
## [4187] "Biomedical Engineering"
## [4188] "chemistry"
## [4189] "EECS"
## [4190] "Geography"
## [4191] "Camb"
## [4192] "Forest and Wildlife Ecology"
## [4193] "Political science"
## [4194] "Sociology"
## [4195] "Sociology"
## [4196] "Quantitative and Computational Biology"
## [4197] "philanthropy"
## [4198] "Political Science"
## [4199] "Mechanical Aerospace Engineering"
## [4200] "GSBS"
## [4201] "Biology"
## [4202] "Materials Science Engineering"
## [4203] "Biomedical Engineering"
## [4204] "ECE"
## [4205] "Microbiology and Immunology"
## [4206] "Public affairs"
## [4207] "Digital Media"
## [4208] "Eng"
## [4209] "Political Science"
## [4210] "Agriculture and Consumer Economics"
## [4211] "School of Earth and Space Exploration"
## [4212] "Cell and Developmental Biology"
## [4213] "Physics"
## [4214] "Economics"
## [4215] "Art and Archaeology"
## [4216] "Bioinformatics and Genomics"
## [4217] "Philosophy"
## [4218] "Government"
## [4219] "Political Science"
## [4220] "Political Science"
## [4221] "English"
## [4222] "Musicology"
## [4223] "Pharmacy"
## [4224] "Earth and Atmospheric Sciences"
## [4225] "steinhadt"
## [4226] "American Studies"
## [4227] "Materials Science and Engineering PhD Program"
## [4228] "Management"
## [4229] "Engineering"
## [4230] "Sociology"
## [4231] "Pharmaceutical Sciences"
## [4232] "Biosciences"
## [4233] "Ecology"
## [4234] "Neuroscience MCDB"
## [4235] "Psychology"
## [4236] "Sociology"
## [4237] "Sociology"
## [4238] "Biological and Biomedical Science"
## [4239] "aging"
## [4240] "N A"
## [4241] "physics"
## [4242] "Spanish"
## [4243] "Neuro"
## [4244] "Biology"
## [4245] "Biology"
## [4246] "Neuroscience"
## [4247] "Mechanical Engineering"
## [4248] "Applied Physics"
## [4249] "Genetics Bioinformatics and Computational Biology"
## [4250] "Photochemical Sciences"
## [4251] "Biology"
## [4252] "Biological Sciences"
## [4253] "Biology"
## [4254] "Human Factors"
## [4255] "Economics"
## [4256] "biology"
## [4257] "Neuroscience"
## [4258] "Biological Sciences"
## [4259] "pharmaceutical sciences"
## [4260] "Environmental Engineering"
## [4261] "Theology"
## [4262] "Biological Sciences"
## [4263] "Translational Biomedical Sciences"
## [4264] "Applied Mathematics"
## [4265] "Cognitive Psychology"
## [4266] "Microbiology Molecular Genetics"
## [4267] "Public Health PhD"
## [4268] "ECE"
## [4269] "Biochemistry molecular biology and biophysics"
## [4270] "Physics"
## [4271] "Geography ES"
## [4272] "Aerospace Engineering"
## [4273] "Physics"
## [4274] "Institute for Neuroscience"
## [4275] "Engineering"
## [4276] "Chemical Engineering"
## [4277] "Comparative Literature"
## [4278] "Psychology Clinical"
## [4279] "Philosophy"
## [4280] "Anthropology"
## [4281] "Ecology Evolution and Behaviour"
## [4282] "School of Informatics"
## [4283] "civil engineering"
## [4284] "Biomedical Sciences"
## [4285] "English"
## [4286] "Psychology"
## [4287] "Cognitive Neuroscience Admitting Program"
## [4288] "Psychology"
## [4289] "Neuroscience and behavior"
## [4290] "English"
## [4291] "English"
## [4292] "English"
## [4293] "English"
## [4294] "English"
## [4295] "English"
## [4296] "English"
## [4297] "English"
## [4298] "English"
## [4299] "English"
## [4300] "English"
## [4301] "English"
## [4302] "English"
## [4303] "English"
## [4304] "English"
## [4305] "English"
## [4306] "English"
## [4307] "English"
## [4308] "English"
## [4309] "English"
## [4310] "English"
## [4311] "English"
## [4312] "English"
## [4313] "English"
## [4314] "English"
## [4315] "English"
## [4316] "English"
## [4317] "English"
## [4318] "English"
## [4319] "English"
## [4320] "English"
## [4321] "English"
## [4322] "English"
## [4323] "English"
## [4324] "English"
## [4325] "English"
## [4326] "English"
## [4327] "Mathematical and Statistical Sciences"
## [4328] "Material Science"
## [4329] "Mathematics"
## [4330] "Interdisciplinary Program in Neuroscience"
## [4331] "Biology"
## [4332] "Physics"
## [4333] "computer science"
## [4334] "Biological Sciences"
## [4335] "Mechanical Engineering"
## [4336] "Sociology"
## [4337] "microbiology"
## [4338] "Economics"
## [4339] "MCB"
## [4340] "Medical Physics"
## [4341] "Urban Studies Planning"
## [4342] "City Regional Planning"
## [4343] "Electrical and Computer Engineering"
## [4344] "Mechanical Engineering"
## [4345] "Science and letters"
## [4346] "bioenginnering"
## [4347] "PEP"
## [4348] "History"
## [4349] "Pharmaceutical sciences"
## [4350] "Pharmacy Practice Pharmaceutical Sciences"
## [4351] "Biology"
## [4352] "Physics"
## [4353] "Physics"
## [4354] "Biology"
## [4355] "School of education"
## [4356] "Chemistry"
## [4357] "Kinesiology"
## [4358] "Haas Management"
## [4359] "Ross Strategy"
## [4360] "Informatics and Computing"
## [4361] "Sociology"
## [4362] "Biomedical Engineering"
## [4363] "Microbiology"
## [4364] "Psychology"
## [4365] "Psychology"
## [4366] "Animal Science"
## [4367] "Microbiology"
## [4368] "department of health sciences"
## [4369] "Earth sciences"
## [4370] "Computer Science"
## [4371] "Pharmacology"
## [4372] "CSE"
## [4373] "Neuroscience"
## [4374] "Cognition and Neuroscience"
## [4375] "biology"
## [4376] "David Rockefeller Graduate Program"
## [4377] "Geography"
## [4378] "Toxicology Cancer Biology"
## [4379] "Forestry"
## [4380] "Animal and poultry science"
## [4381] "UPGG"
## [4382] "Civil and Environmental Engineering"
## [4383] "English"
## [4384] "English"
## [4385] "Sociology"
## [4386] "Electrical and Computer Engineering"
## [4387] "School of medicine"
## [4388] "Sociology"
## [4389] "psychology"
## [4390] "Genome Cell and Developmental Biology"
## [4391] "Ecology"
## [4392] "Psychology"
## [4393] "Molecular Biomedical Sciences"
## [4394] "Physics"
## [4395] "Anatomy Neuroimaging"
## [4396] "Anatomy Neuroimaging"
## [4397] "Anatomy Neuroimaging"
## [4398] "Division of Biological and Biomedical Sciences"
## [4399] "Anthropology"
## [4400] "Anthropology"
## [4401] "Geology"
## [4402] "Population biology ecology and evolution"
## [4403] "Population biology ecology and evolution"
## [4404] "Ecology Evolution Behavior"
## [4405] "Bioengineering"
## [4406] "Population Biology"
## [4407] "Biology"
## [4408] "Biology"
## [4409] "Watson School of Biological Sciences"
## [4410] "Neuroscience"
## [4411] "Economics"
## [4412] "Ecology and Genetics"
## [4413] "Ecology and Genetics"
## [4414] "Science and Engineering"
## [4415] "Biology"
## [4416] "Art History"
## [4417] "Art History"
## [4418] "Biology"
## [4419] "MCB"
## [4420] "Mathematics"
## [4421] "Mathematics"
## [4422] "Mathematics"
## [4423] "Immunobiology"
## [4424] "Helen Wills Neuroscience"
## [4425] "Biology"
## [4426] "Biochemistry and biophysics"
## [4427] "Human Centered Computing"
## [4428] "Mechanical engineering"
## [4429] "Microbiology Doctoral Training Program"
## [4430] "Earth Environment"
## [4431] "Genomics and Bioinformatics"
## [4432] "Forest and Conservation Sciences"
## [4433] "Fish Wildlife and Conservation Biology"
## [4434] "Biology"
## [4435] "Marine Earth and Atmospheric Sciences"
## [4436] "Physics"
## [4437] "French and Italian"
## [4438] "Electrical engineering"
## [4439] "Mathematics"
## [4440] "School of Engineering and Applied Sciences"
## [4441] "Physics"
## [4442] "MSES"
## [4443] "Earth and Planetary Science"
## [4444] "Industrial Engineering and Management Sciences"
## [4445] "EFB"
## [4446] "Chemistry"
## [4447] "Curriculum Instruction"
## [4448] "Mechanical Engineering and Applied Mechanics"
## [4449] "Biostatistics"
## [4450] "Microbiology"
## [4451] "Microbiology"
## [4452] "Ecosystem Science Sustainability"
## [4453] "Agroecology"
## [4454] "Mechanical Engineering"
## [4455] "Immunology and Microbiology"
## [4456] "Biochemistry and Microbiology"
## [4457] "Population Health Science"
## [4458] "Pharmacology Nutritional Sciences"
## [4459] "Earth System Science"
## [4460] "Oceanography and Coastal Sciences"
## [4461] "Psychology and neuroscience"
## [4462] "Educational Statistics and Research Methods"
## [4463] "Biological Sciences"
## [4464] "Fisheries and Wildlife"
## [4465] "Cancer and Cell Biology"
## [4466] "Applied Health Science"
## [4467] "Psychology"
## [4468] "Intelligent Systems Engineering"
## [4469] "Cancer and Cell Biology"
## [4470] "School of Computer Science"
## [4471] "Applied Health Sciences Health Behavior"
## [4472] "Applied Health Sciences Health Behavior"
## [4473] "African American Studies"
## [4474] "CMB"
## [4475] "Environmental Health"
## [4476] "Neuroscience"
## [4477] "Folklore and Ethnomusicology"
## [4478] "Molecular Genetics and Microbiology"
## [4479] "Computer Science"
## [4480] "Geography"
## [4481] "Biochemistry"
## [4482] "Earth and environment"
## [4483] "University Program in Genetics and Genomics"
## [4484] "Atmospheric and Oceanic SCiences"
## [4485] "Chemistry"
## [4486] "Chemistry"
## [4487] "History"
## [4488] "Ecology"
## [4489] "Plant Biology"
## [4490] "Biophysics"
## [4491] "Chemistry"
## [4492] "Developmental Biology MD PhD"
## [4493] "Biology"
## [4494] "Biochemistry"
## [4495] "Computational Medicine and Bioinformatics"
## [4496] "Psychology"
## [4497] "Department of Language Science and Technology"
## [4498] "Psychology"
## [4499] "Microbiology"
## [4500] "Evolution ecology and population biology"
## [4501] "Earth and Planetary Sciences"
## [4502] "Earth and Planetary Sciences"
## [4503] "Civil engineering"
## [4504] "Institute of Medical Psychology"
## [4505] "Psychiatry"
## [4506] "Psychology"
## [4507] "Psychology"
## [4508] "Brain and Cognitive Sciences"
## [4509] "Oceanography"
## [4510] "Psychology"
## [4511] "Civil Environmental Engineering CEE"
## [4512] "Psychology"
## [4513] "Psychology"
## [4514] "Neuroscience"
## [4515] "Biomedical Graduate Studies"
## [4516] "Geology and Geophysics"
## [4517] "Law"
## [4518] "DMCS"
## [4519] "Clinical psychology"
## [4520] "Biomedical Engineering"
## [4521] "Biology"
## [4522] "Psychology"
## [4523] "Mechanical Engineering"
## [4524] "Political Science"
## [4525] "Ecology and Evolutionary Biology"
## [4526] "Anatomy and Cell Biology"
## [4527] "Bioinformatics and Computational Biology"
## [4528] "Plant and Microbial Biology"
## [4529] "Chemistry"
## [4530] "Computer Science"
## [4531] "Microbiology and Immunology"
## [4532] "Kinesiology"
## [4533] "MD PhD"
## [4534] "Microbiology and immunology"
## [4535] "Genetics and Genomics"
## [4536] "PBSB"
## [4537] "Comparative Human Development"
## [4538] "Systems Biology"
## [4539] "Social Work"
## [4540] "Psychology"
## [4541] "Electrical Engineer"
## [4542] "Anatomy Physiology and Pharmacology"
## [4543] "Neurobiology Program in Neuroscience"
## [4544] "Psychology"
## [4545] "Psychology"
## [4546] "Theoretical computational biophysics"
## [4547] "Spanish"
## [4548] "Animal science"
## [4549] "Mechanical engineering"
## [4550] "Biological Sciences"
## [4551] "Speech and Hearing Sciences"
## [4552] "IBMG"
## [4553] "Neuroscience"
## [4554] "DBBS"
## [4555] "Anatomy Neurobiology"
## [4556] "Genetics"
## [4557] "Entomology"
## [4558] "Biology"
## [4559] "Music"
## [4560] "Neuroscience"
## [4561] "Biomedical Sciences"
## [4562] "Architecture"
## [4563] "Eeb"
## [4564] "Biology"
## [4565] "Chemical engineering"
## [4566] "History"
## [4567] "Political Science"
## [4568] "Clinical Psychology"
## [4569] "Physics"
## [4570] "Physics"
## [4571] "Physics"
## [4572] "Physics"
## [4573] "Physics"
## [4574] "Physics"
## [4575] "BMI"
## [4576] "Computer Science and Engineering"
## [4577] "Computer Science"
## [4578] "Physics"
## [4579] "Physics"
## [4580] "Physics"
## [4581] "Physics"
## [4582] "Physics"
## [4583] "Physics"
## [4584] "Physics"
## [4585] "Physics"
## [4586] "Physics"
## [4587] "Physics"
## [4588] "Physics"
## [4589] "Physics"
## [4590] "Physics"
## [4591] "Physics"
## [4592] "Physics"
## [4593] "Physics"
## [4594] "Physics"
## [4595] "Physics"
## [4596] "Physics"
## [4597] "Physics"
## [4598] "Physics"
## [4599] "Physics"
## [4600] "Physics"
## [4601] "Physics"
## [4602] "Physics"
## [4603] "Physics"
## [4604] "Epidemiology PhD"
## [4605] "Psycology"
## [4606] "Chemistry"
## [4607] "English"
## [4608] "Business"
## [4609] "English"
## [4610] "math"
## [4611] "mathematics"
## [4612] "Math"
## [4613] "Chemistry"
## [4614] "Chemistry"
## [4615] "Electrical engineering"
## [4616] "computer science"
## [4617] "Biomedical engineering"
## [4618] "Biology"
## [4619] "Biology"
## [4620] "psychology"
## [4621] "psychology"
## [4622] "Engineering"
## [4623] "Applied Social and Health Psychology"
## [4624] "GSB Economic Analysis and Policy"
## [4625] "Romance Studies"
## [4626] "Biomedical Sciences"
## [4627] "Anthropology"
## [4628] "Physics"
## [4629] "Biostatistics PhD"
## [4630] "Biostatistics"
## [4631] "Chemistry"
## [4632] "Biomedical Engineering"
## [4633] "Management PhD"
## [4634] "Sociology"
## [4635] "Molecular Genetics Biochemistry and Microbiology"
## [4636] "Sociology"
## [4637] "Chemical Engineering"
## [4638] "Biomedical Science and Engineering"
## [4639] "Sociology"
## [4640] "math"
## [4641] "social work"
## [4642] "Chemistry and Biochemistry"
## [4643] "Information and Library Science"
## [4644] "Romance Languages and Literatures"
## [4645] "Spanish"
## [4646] "Chemistry"
## [4647] "French"
## [4648] "French"
## [4649] "Sociology"
## [4650] "Biomedical engineering"
## [4651] "History"
## [4652] "College of Health and Human Performance Health Behavior"
## [4653] "Biological Science"
## [4654] "Chemistry"
## [4655] "Electrical"
## [4656] "Electrical Engineering"
## [4657] "Biomedical Engineering"
## [4658] "Political science"
## [4659] "Computer Science"
## [4660] "Electrical and computer engineering"
## [4661] "Government"
## [4662] "Political science"
## [4663] "Chemistry"
## [4664] "Art History"
## [4665] "Art History"
## [4666] "Psychology"
## [4667] "Psychology"
## [4668] "Sociology"
## [4669] "History"
## [4670] "Psychology"
## [4671] "Anthropology"
## [4672] "Food science"
## [4673] "Government"
## [4674] "Political Science"
## [4675] "Earth Environmental Sciences"
## [4676] "Political Science"
## [4677] "Communication"
## [4678] "Economics"
## [4679] "Education"
## [4680] "Comparative Literature"
## [4681] "marketing"
## [4682] "Materials Science and Engineering"
## [4683] "Political Science"
## [4684] "french"
## [4685] "Political Science"
## [4686] "Political Science"
## [4687] "chemsitry"
## [4688] "Biomedical Graduate STudies"
## [4689] "Hajim school of engineering"
## [4690] "Plant biology"
## [4691] "Political Science"
## [4692] "GDBBS Genetics Molecular Biology"
## [4693] "GDBBS Genetics Molecular Biology"
## [4694] "Microbiology and Cell Science"
## [4695] "Biophysics"
## [4696] "Chemistry"
## [4697] "FPE"
## [4698] "Mathematics"
## [4699] "Mexhanical Engineering"
## [4700] "Program in Biomedical Sciences PiBS"
## [4701] "political science"
## [4702] "Psychology"
## [4703] "sociology"
## [4704] "Political Science"
## [4705] "Anthropology"
## [4706] "Chemistry"
## [4707] "Mechanical Engineering"
## [4708] "Biomedical Engineering"
## [4709] "Human Centered Design and Engineering"
## [4710] "Art History"
## [4711] "Middle Eastern Studies"
## [4712] "history"
## [4713] "history"
## [4714] "Political Science"
## [4715] "Political Science"
## [4716] "History"
## [4717] "Ahma"
## [4718] "history"
## [4719] "History"
## [4720] "History"
## [4721] "polymer engineering"
## [4722] "Biomedical Engineering"
## [4723] "English"
## [4724] "Computer Science"
## [4725] "Computer Science"
## [4726] "Political Science"
## [4727] "Entomology and Nematology"
## [4728] "Chemistry"
## [4729] "Political Science"
## [4730] "Political Science"
## [4731] "Political science"
## [4732] "Political SCience"
## [4733] "CHEMISTRY"
## [4734] "CHEMISTRY"
## [4735] "political science"
## [4736] "Sociology"
## [4737] "IGP"
## [4738] "politics"
## [4739] "Biological Sciences"
## [4740] "Physics"
## [4741] "physics"
## [4742] "Plant Breeding"
## [4743] "chemistry"
## [4744] "chemistry"
## [4745] "College of Information Studies"
## [4746] "IEMS"
## [4747] "Civil Engineering"
## [4748] "Geology"
## [4749] "International relations"
## [4750] "International relations"
## [4751] "Chemistry"
## [4752] "Bioengineering"
## [4753] "French"
## [4754] "Biomedical Sciences"
## [4755] "Neurobiology Behavior"
## [4756] "Chemistry"
## [4757] "Chemistry"
## [4758] "mechanical engineering"
## [4759] "Communication"
## [4760] "Communication"
## [4761] "Biochemisty Biophysics"
## [4762] "Biology"
## [4763] "Mathematics"
## [4764] "CEE"
## [4765] "Anthropology"
## [4766] "Materials Science and Engineering"
## [4767] "Electrical and Computer Engineering"
## [4768] "Mathematics"
## [4769] "Mathematics"
## [4770] "Psychology"
## [4771] "chemistry"
## [4772] "Ecology and Evolutionary Biology"
## [4773] "Animal Sciences Breeding and Genetics"
## [4774] "social work"
## [4775] "Anthropology"
## [4776] "Chemistry Analytical"
## [4777] "Chemistry"
## [4778] "Mathematics"
## [4779] "materials"
## [4780] "STEM PhD Programs"
## [4781] "pharmacology"
## [4782] "Chemistry"
## [4783] "Art History"
## [4784] "Chemical Engineering"
## [4785] "Nursing"
## [4786] "Psychology"
## [4787] "Finance"
## [4788] "Ecology and Evolutionary Biology"
## [4789] "Kinesiology"
## [4790] "biomedical sciences"
## [4791] "Chemical engineering"
## [4792] "Bioinformatics Biostatistics"
## [4793] "Aerospace Engineering"
## [4794] "Sociology"
## [4795] "Mathematics"
## [4796] "Pharmaceutics"
## [4797] "Chemistry"
## [4798] "Managerial economics"
## [4799] "Math"
## [4800] "Kinesiology"
## [4801] "Conservation Biology"
## [4802] "Sociology"
## [4803] "Education"
## [4804] "Physics"
## [4805] "Mathematics"
## [4806] "Management and Organization"
## [4807] "Management and Organization"
## [4808] "Chemistry and Biochemistry"
## [4809] "Chemistry"
## [4810] "Biology"
## [4811] "stern"
## [4812] "Neuroscience"
## [4813] "Political Science MA"
## [4814] "Engineering Mechanics"
## [4815] "MD PhD"
## [4816] "Biomedical Engineering"
## [4817] "Biomedical Engineering"
## [4818] "History"
## [4819] "Computer Science"
## [4820] "Nursing"
## [4821] "Medical Scientist Training Program"
## [4822] "Behavioral Sciences"
## [4823] "Mathematics"
## [4824] "Natural Resource Ecology and Management"
## [4825] "Mechanical Engineering"
## [4826] "english"
## [4827] "Neuroscience"
## [4828] "Pharmacology"
## [4829] "Biological Engineering"
## [4830] "Electrical and Computer Engineering"
## [4831] "Poultry Science"
## [4832] "Pharmacology Expeirmental Therapeutics"
## [4833] "Sociology"
## [4834] "Mechanical and Aerospace Engineering"
## [4835] "Art history"
## [4836] "Materials Science and Engineering"
## [4837] "Electrical Engineering"
## [4838] "Division of Medical Sciences"
## [4839] "isye"
## [4840] "Mathematics"
## [4841] "Biochemistry and Biophysics"
## [4842] "Biomedical Graduate Studies Cell and Molecular Biology"
## [4843] "Biomedical Graduate Studies Cell and Molecular Biology"
## [4844] "Department of Plant Sciences"
## [4845] "Political Science"
## [4846] "Communication and Culture"
## [4847] "School of Informatics"
## [4848] "Forestry"
## [4849] "chemistry"
## [4850] "Psychology"
## [4851] "Criminology and Criminal Justice"
## [4852] "Environmental Health and Engineering"
## [4853] "chemistry"
## [4854] "Entomology"
## [4855] "Theater and Performance Studies"
## [4856] "American Studies"
## [4857] "Psychology"
## [4858] "PhD in Business"
## [4859] "Physics"
## [4860] "Mechanical engineering"
## [4861] "Physics"
## [4862] "Biology"
## [4863] "Astronomy"
## [4864] "CS"
## [4865] "Mathematics"
## [4866] "Mathematics"
## [4867] "Bioinformatics and Systems Biology"
## [4868] "Physics"
## [4869] "engineering education"
## [4870] "School of Earth and Space Exploration"
## [4871] "Mathematics"
## [4872] "SESE"
## [4873] "Entomology"
## [4874] "School of Earth and Space Exploration"
## [4875] "geography planning spatially integrated socila science"
## [4876] "English"
## [4877] "neuro"
## [4878] "school of languages and cultures"
## [4879] "Geography"
## [4880] "Astronomy"
## [4881] "Chemical engineeeing"
## [4882] "Religion"
## [4883] "Religion"
## [4884] "Sociology"
## [4885] "civil engineering"
## [4886] "Civil Engineering"
## [4887] "chemical engineering"
## [4888] "Finance"
## [4889] "School of Public Health"
## [4890] "CADS"
## [4891] "quantitative and systems biology"
## [4892] "Instructional Design Technology"
## [4893] "Aerospace Engineering"
## [4894] "Department of Biology"
## [4895] "Physics PhD"
## [4896] "English Creative Writing"
## [4897] "Mathematics and Statistics"
## [4898] "Mathematics"
## [4899] "English"
## [4900] "APS"
## [4901] "APS"
## [4902] "APS"
## [4903] "Neuroscience Inistitute"
## [4904] "Chemical engineering"
## [4905] "Material Science And Engineering"
## [4906] "Biomedical Engineering"
## [4907] "School of Medicine"
## [4908] "Biomedical Engineering"
## [4909] "data science"
## [4910] "Computer science"
## [4911] "Astrophysics"
## [4912] "biochemistry"
## [4913] "IBMS"
## [4914] "Computer Science Engineering"
## [4915] "FARSCOPE CDT"
## [4916] "Horticulture"
## [4917] "political sceince"
## [4918] "Communication and Rhetorical Studies"
## [4919] "Biology"
## [4920] "Economics"
## [4921] "Biology"
## [4922] "English"
## [4923] "Near Eastern Languages and Civilizations"
## [4924] "MAE"
## [4925] "Civil Engineering"
## [4926] "Computer Engineering"
## [4927] "Biomedical Engineering"
## [4928] "Mechanical and Materials Engineering"
## [4929] "Integrative Anatomy Program"
## [4930] "Integrative Anatomy Program"
## [4931] "English"
## [4932] "DGP"
## [4933] "DGP"
## [4934] "Mechanical Engineering"
## [4935] "Entomology"
## [4936] "Chemical and Biomolecular Engineering"
## [4937] "Kinesiology"
## [4938] "Chemical Engineering"
## [4939] "business"
## [4940] "Sociology"
## [4941] "Spanish"
## [4942] "Spanish"
## [4943] "Spanish"
## [4944] "Computer Science"
## [4945] "Cellular and Molecular Physiology"
## [4946] "Booth"
## [4947] "GPIBS"
## [4948] "petroleum"
## [4949] "Electrical Engineering"
## [4950] "Chemical and Biomolecular Engineering"
## [4951] "Chemistry"
## [4952] "Pharmaceutical science"
## [4953] "Biomedical Engineering"
## [4954] "Physics"
## [4955] "Information Science"
## [4956] "math"
## [4957] "Economics"
## [4958] "English"
## [4959] "Communication"
## [4960] "Geology"
## [4961] "Biological sciences"
## [4962] "Psychological Sciences"
## [4963] "economics"
## [4964] "Chemistry"
## [4965] "BES"
## [4966] "Electrical and Computer Engineering"
## [4967] "Forestry Natural Resources"
## [4968] "Mathematics PhD"
## [4969] "criminal justice"
## [4970] "Physiology and Cell Biology"
## [4971] "Geology"
## [4972] "Sociology"
## [4973] "Communication sciences and disorders"
## [4974] "Plant Pathology"
## [4975] "Teaching Learning PhD"
## [4976] "Information technology"
## [4977] "BBS"
## [4978] "Management"
## [4979] "Mechanical and Aerospace Engineering"
## [4980] "Earth Science"
## [4981] "Psychology"
## [4982] "Molecular Biology and Genetics MBG"
## [4983] "International Health"
## [4984] "International Health"
## [4985] "Film and Media Studies"
## [4986] "Philosophy"
## [4987] "Chemical Biology"
## [4988] "Music"
## [4989] "ILS"
## [4990] "Physics"
## [4991] "german"
## [4992] "English"
## [4993] "Biomedical"
## [4994] "Chemistry"
## [4995] "Educational Neuroscience"
## [4996] "Educational Neuroscience"
## [4997] "Educational Neuroscience"
## [4998] "History"
## [4999] "Engineering"
## [5000] "School of Education"
## [5001] "Nutrition"
## [5002] "Statistics"
## [5003] "Mathematics"
## [5004] "Mechanical Engineering"
## [5005] "Psychology BCS"
## [5006] "Environmental and Forest Biology"
## [5007] "Environmental Dynamics"
## [5008] "Mathematics"
## [5009] "Mechanical engineering"
## [5010] "Biochemistry"
## [5011] "Computer Science"
## [5012] "Bioengineering"
## [5013] "Cultural Studies"
## [5014] "Mathematics"
## [5015] "Faculty of Forestry"
## [5016] "Industrial Engineering"
## [5017] "Industrial Engineering"
## [5018] "Political Science"
## [5019] "Psychology"
## [5020] "History"
## [5021] "Psychology"
## [5022] "Chemical and Biological Engineering"
## [5023] "Chemical Engineering"
## [5024] "Biomedical Engineering"
## [5025] "Education Policy"
## [5026] "MSTP"
## [5027] "Wildlife and Fisheries Biology"
## [5028] "Chemistry"
## [5029] "Chemical Engineering"
## [5030] "Psychology"
## [5031] "computer science"
## [5032] "Criminal Justice"
## [5033] "business analytics"
## [5034] "statistics"
## [5035] "SEAS CIS"
## [5036] "chemistry"
## [5037] "Biochemistry"
## [5038] "PhD Epidemiology Public Health"
## [5039] "Chemistry"
## [5040] "Mammalian Genetics"
## [5041] "Engineering"
## [5042] "Musicology"
## [5043] "English"
## [5044] "Physics"
## [5045] "CSCE Ph D"
## [5046] "Neuroscience"
## [5047] "BIMS"
## [5048] "Sociology"
## [5049] "Sociology"
## [5050] "English"
## [5051] "computer science and engineering"
## [5052] "Earth and space science"
## [5053] "Classics"
## [5054] "School of Information Studies"
## [5055] "Childhood Studies"
## [5056] "Mathematics"
## [5057] "English Speech and Foreign Languages"
## [5058] "Theatre Dance and Performance Studies"
## [5059] "Communicatin Studies"
## [5060] "computer science"
## [5061] "Cancer Biology"
## [5062] "Biology"
## [5063] "Biology"
## [5064] "Biomedical engineering"
## [5065] "Program in Chemical Biology"
## [5066] "Economics"
## [5067] "Anthropology"
## [5068] "Physics"
## [5069] "Aerospace Engineering"
## [5070] "Molecular Biology"
## [5071] "Engineering Civil Engineering"
## [5072] "Computer Science"
## [5073] "Physics"
## [5074] "Business"
## [5075] "hajim school of engineering"
## [5076] "mathematics"
## [5077] "Economics"
## [5078] "bioengineering"
## [5079] "Mechanical Engineering"
## [5080] "Psychology"
## [5081] "Psychology"
## [5082] "Civil Engineering"
## [5083] "Political Science"
## [5084] "OleMiss"
## [5085] "Medicinal Chemistry"
## [5086] "Life science"
## [5087] "Physics"
## [5088] "medicinal chemistry"
## [5089] "medicinal chemistry"
## [5090] "medicinal chemistry"
## [5091] "medicinal chemistry"
## [5092] "medicinal chemistry"
## [5093] "Biostatistics School of Public Health"
## [5094] "Department of Chemistry"
## [5095] "Mechanical Engineering"
## [5096] "computer science"
## [5097] "Biology"
## [5098] "Higher Education Management M Ed"
## [5099] "Plant and Soil Science"
## [5100] "Computer Science"
## [5101] "Biomedical Engineering"
## [5102] "Psychology"
## [5103] "Physiology"
## [5104] "Ecology Evolutionary Biology"
## [5105] "management information systems"
## [5106] "Economics"
## [5107] "Applied Math"
## [5108] "Public Health"
## [5109] "Chemistry"
## [5110] "Biomedical Sciences"
## [5111] "physics"
## [5112] "Biomedical Sciences"
## [5113] "Chemistry and Biochemistry"
## [5114] "Linguistics"
## [5115] "linguistics"
## [5116] "Psychology"
## [5117] "Mechanical"
## [5118] "Physics"
## [5119] "Bioengineering"
## [5120] "SEMTE"
## [5121] "Biomedical Sciences"
## [5122] "social work"
## [5123] "Molecular Microbiology and Immunology"
## [5124] "Chemistry"
## [5125] "Anthropology"
## [5126] "Integrated Plant and Soil Science"
## [5127] "Computer Science"
## [5128] "department of wildlife"
## [5129] "Art history"
## [5130] "English"
## [5131] "English Literature"
## [5132] "Molecular Cell Biology Genetics and Developmental"
## [5133] "Mechanical engineering"
## [5134] "Mechanical engineering"
## [5135] "molecular biology"
## [5136] "Germanic Languages and Literatures"
## [5137] "chemistry"
## [5138] "Earth Science"
## [5139] "blank"
## [5140] "AME Bioengineering"
## [5141] "Immunobiology"
## [5142] "Cell and Molecular Biology"
## [5143] "MEDICINE"
## [5144] "Business"
## [5145] "Genetics and Genomic Sciences"
## [5146] "Sociology"
## [5147] "biostatistics"
## [5148] "Chemistry"
## [5149] "Environmental Engineering"
## [5150] "Molecular and Cell Biology"
## [5151] "Psychology"
## [5152] "Political Science"
## [5153] "chemistry"
## [5154] "Sociology"
## [5155] "Animal Science"
## [5156] "Biology"
## [5157] "Clinical Psychology"
## [5158] "Neuroscience"
## [5159] "Physics"
## [5160] "Committee on the Study of Religion"
## [5161] "East Asian Languages and Literatures"
## [5162] "Pharmacology"
## [5163] "Policy"
## [5164] "Biology"
## [5165] "Communication"
## [5166] "CS"
## [5167] "Institute for Biomedical Sciences"
## [5168] "MB B"
## [5169] "Biology of Aging"
## [5170] "American and New England Studies"
## [5171] "Chemical engineering"
## [5172] "Electrical Engineering"
## [5173] "School of Engineering and Applied Sciences SEAS"
## [5174] "Psychology"
## [5175] "EAPS"
## [5176] "Chemistry"
## [5177] "Psychology"
## [5178] "Chemistry"
## [5179] "Biology"
## [5180] "Neuroscience"
## [5181] "Psychology"
## [5182] "Biology"
## [5183] "Materials Science and Engineering"
## [5184] "biology"
## [5185] "Pharmacology"
## [5186] "Neuroscience"
## [5187] "Biomedical Engineering"
## [5188] "Chemistry"
## [5189] "ECE"
## [5190] "mechanical engineering"
## [5191] "Physics"
## [5192] "Health Aminstration"
## [5193] "Biostatistics"
## [5194] "Biology"
## [5195] "Microbiology and Immunology"
## [5196] "Civil Engineering"
## [5197] "Chemistry"
## [5198] "Atmospheric Sciences"
## [5199] "Physics"
## [5200] "Biology"
## [5201] "CS"
## [5202] "Electrical Engineering"
## [5203] "Chemistry"
## [5204] "Rehabilitation Sciences"
## [5205] "Interior Design"
## [5206] "Geology and geophysics"
## [5207] "BME"
## [5208] "Civil Engineering"
## [5209] "Microbiology"
## [5210] "Biochemistry"
## [5211] "Bsd"
## [5212] "Mechanical"
## [5213] "Pharmacology"
## [5214] "biomedical"
## [5215] "Theatre Performance Studies"
## [5216] "Mechanical Engineering"
## [5217] "Mechanical Engineering"
## [5218] "computer science"
## [5219] "Public Administration"
## [5220] "Chemistry"
## [5221] "Chemistry"
## [5222] "Economics"
## [5223] "Physics"
## [5224] "Civil PhD"
## [5225] "Chemical and Biomolecular Engineering"
## [5226] "engineering"
## [5227] "Biology"
## [5228] "Civil Engineering"
## [5229] "Construction Engineering and Management"
## [5230] "Electrical Engineering and Computer Science"
## [5231] "Materials Science"
## [5232] "Sociology"
## [5233] "Psychology"
## [5234] "Computer Science"
## [5235] "Geological Sciences"
## [5236] "Chemistry"
## [5237] "Materials Science and Engineering"
## [5238] "Electrical and electronics"
## [5239] "Electrical engineering"
## [5240] "PhD pharmaceutics"
## [5241] "Mechanical Engineering"
## [5242] "Civil Engineering"
## [5243] "Chemistry and Biochemistry"
## [5244] "Bioengineering"
## [5245] "Urban and Public Affairs"
## [5246] "Anthropology"
## [5247] "Molecular and Human Genetics"
## [5248] "Biomedical Engineering"
## [5249] "Chemistry"
## [5250] "Department of Molecular Biosciences"
## [5251] "College of Arts Sciences"
## [5252] "Sociology"
## [5253] "Chemical and Biological Engineering"
## [5254] "Bioinformatics"
## [5255] "Chemistry"
## [5256] "Psychology"
## [5257] "Psychology"
## [5258] "Biology"
## [5259] "EES"
## [5260] "Biology MCD"
## [5261] "Pharmacology"
## [5262] "psychology"
## [5263] "Psychology"
## [5264] "Biophysical Sciences"
## [5265] "Physics and Astronomy"
## [5266] "Biology"
## [5267] "Human and Statistical Genetics"
## [5268] "Chemistry PhD student"
## [5269] "Chemistry"
## [5270] "LINGUISTICS"
## [5271] "English"
## [5272] "Aerospace Program"
## [5273] "Computer Science"
## [5274] "Biology"
## [5275] "Mechanical and Aerospace Engineering Biophysics"
## [5276] "English"
## [5277] "English"
## [5278] "Biological Science"
## [5279] "Physics"
## [5280] "School of Public Health"
## [5281] "Anthropology"
## [5282] "Art History"
## [5283] "Chemical Engineering"
## [5284] "Theology"
## [5285] "French Studies"
## [5286] "Anthropology"
## [5287] "Psychology"
## [5288] "Biology"
## [5289] "Musicology"
## [5290] "Statistics"
## [5291] "Biochemistry"
## [5292] "Kinesiology"
## [5293] "Physics"
## [5294] "Biophysics"
## [5295] "Biophysics"
## [5296] "BME"
## [5297] "Physics"
## [5298] "Chemistry"
## [5299] "History"
## [5300] "Child Study and Human Development"
## [5301] "Sociology"
## [5302] "Psychology"
## [5303] "Biomedical sciences"
## [5304] "Earth and Environmental Sciences"
## [5305] "Antropology"
## [5306] "Programs in Biological Sciences"
## [5307] "Bioengineering"
## [5308] "Epidemiology"
## [5309] "Atmospheric and Environmental Sciences"
## [5310] "Environmental engineering"
## [5311] "American Studies"
## [5312] "Pathology Biomedicine PhD Albert Einstein College of Medicine"
## [5313] "Electrical Engineering"
## [5314] "physics"
## [5315] "Comp"
## [5316] "Neuroscience"
## [5317] "Neuroscience"
## [5318] "Mathematics"
## [5319] "Psychology"
## [5320] "Neuroscience"
## [5321] "Materials Design and Innovation"
## [5322] "Neuroscience"
## [5323] "chemistry"
## [5324] "Finance"
## [5325] "Soil and Crop Sciences"
## [5326] "Political Science"
## [5327] "Political Science"
## [5328] "CGPH"
## [5329] "Biostatistics"
## [5330] "Biomedical Engineering"
## [5331] "PBSB"
## [5332] "Electrical Engineering"
## [5333] "chemistry"
## [5334] "Computer Science"
## [5335] "statistics"
## [5336] "College of Education Counseling Psychology"
## [5337] "Psychology"
## [5338] "Sociology"
## [5339] "Machine Learning"
## [5340] "Nutrition and Health Sciences"
## [5341] "Engineering Mechanics"
## [5342] "Government Political Science"
## [5343] "Biomedical Engineering"
## [5344] "Biochemistry Biophysics"
## [5345] "Applied Physics"
## [5346] "Medieval Institute"
## [5347] "Comparative Literature"
## [5348] "Mathematics"
## [5349] "Biomedical Engineering"
## [5350] "Political Science"
## [5351] "Anthropology"
## [5352] "Mathematics"
## [5353] "Applied Mathematics"
## [5354] "Computer Science"
## [5355] "chem bio"
## [5356] "Chemistry and Biochemistry"
## [5357] "Chemistry"
## [5358] "Electrical Engineering"
## [5359] "Energy Science and Engineering"
## [5360] "English"
## [5361] "Statistics"
## [5362] "English"
## [5363] "Sociology"
## [5364] "Sociology"
## [5365] "Sociology"
## [5366] "Computer Science"
## [5367] "Math"
## [5368] "English"
## [5369] "Physics"
## [5370] "Sociology"
## [5371] "Sociology"
## [5372] "College of Communications"
## [5373] "MEAS"
## [5374] "engineering"
## [5375] "Chemical Engineering"
## [5376] "Chemical Engineering"
## [5377] "Chemical Engineering"
## [5378] "Finance"
## [5379] "Finance"
## [5380] "Mechanical Engineering"
## [5381] "Fulbright Student award"
## [5382] "Learning Sciences"
## [5383] "Aeronautics and Astronautics"
## [5384] "OM Business School"
## [5385] "ece"
## [5386] "Education"
## [5387] "Education"
## [5388] "economics"
## [5389] "Biomedical Engineering"
## [5390] "Biochemistry"
## [5391] "Mechanical Engineering"
## [5392] "Mechanical Engineering"
## [5393] "Psychology"
## [5394] "Political Science"
## [5395] "Political Science"
## [5396] "Political Science"
## [5397] "Political Science"
## [5398] "Linguistics"
## [5399] "Chemistry and Chemical Biology"
## [5400] "pharmacy"
## [5401] "Statistics"
## [5402] "Statistics"
## [5403] "Mathematics"
## [5404] "Biology"
## [5405] "Biomedical Engineering"
## [5406] "Civil and environmental engineering"
## [5407] "dentist"
## [5408] "Mechanical and Aerospace"
## [5409] "Biological and Biomedical Sciences"
## [5410] "English"
## [5411] "Math"
## [5412] "Economics"
## [5413] "polisci"
## [5414] "Physics"
## [5415] "Aerospace Engineering"
## [5416] "Chemical Engineering"
## [5417] "Chemical Engineering"
## [5418] "Chemical Engineering"
## [5419] "Bioengineering"
## [5420] "Immunology and microbial pathogenesis"
## [5421] "Engineering"
## [5422] "Sociology"
## [5423] "Neuroscience"
## [5424] "Classics"
## [5425] "Scripps"
## [5426] "Health Sciences"
## [5427] "CHBE"
## [5428] "EECS"
## [5429] "English"
## [5430] "Biomedical Engineering"
## [5431] "Mechanical Engineering"
## [5432] "Chemical and Biological Engineering"
## [5433] "Bioengineering"
## [5434] "dept of design housing and apparel"
## [5435] "Information Science"
## [5436] "Chemistry"
## [5437] "Earth Science"
## [5438] "Geology"
## [5439] "Geosciences"
## [5440] "Graduate school of biomedical sciences"
## [5441] "Physics Astronomy"
## [5442] "Philosophy"
## [5443] "Animal Science"
## [5444] "Operations Information and Decisions"
## [5445] "history"
## [5446] "Chemical Engineering"
## [5447] "political science"
## [5448] "Chemical Biology"
## [5449] "Biotechnology"
## [5450] "School Psychology"
## [5451] "Child Study Human Development"
## [5452] "Health Behavior Health Promotion"
## [5453] "English"
## [5454] "English"
## [5455] "English"
## [5456] "Geological Sciences"
## [5457] "Sport Management Ph D"
## [5458] "Economics"
## [5459] "Economics"
## [5460] "Ceri"
## [5461] "Medical Physics"
## [5462] "psychology"
## [5463] "Linguistics"
## [5464] "Epidemiology"
## [5465] "Anthropology"
## [5466] "Computer Science"
## [5467] "Chemistry"
## [5468] "Counseling Psychology"
## [5469] "Biomedical Engineering"
## [5470] "Chemical Engineering"
## [5471] "Biomedical Engineering"
## [5472] "Chemistry"
## [5473] "Political Science"
## [5474] "Economics"
## [5475] "History"
## [5476] "Computer Science"
## [5477] "Health"
## [5478] "Psychological Brain Sciences"
## [5479] "Biomedical Engineering"
## [5480] "Political Science"
## [5481] "ECE"
## [5482] "Physiology"
## [5483] "Biology"
## [5484] "ISM Heinz College"
## [5485] "neuroscience and cognitive science"
## [5486] "chemistry"
## [5487] "History"
## [5488] "Marketing"
## [5489] "Journalism"
## [5490] "Population biology"
## [5491] "materials science"
## [5492] "Ece"
## [5493] "Anthropology"
## [5494] "Tri Institutional Program in Computational Biology and Medicine"
## [5495] "Social Work"
## [5496] "Social Work"
## [5497] "Social Work"
## [5498] "biological sciences"
## [5499] "City planning"
## [5500] "Electrical Engineering"
## [5501] "Biomedical Engineering"
## [5502] "Complex Biosystems"
## [5503] "English"
## [5504] "Materials Science and Engineering"
## [5505] "Energy Science and Engineering"
## [5506] "Civil Engineering"
## [5507] "Biomedical sciences"
## [5508] "Economics"
## [5509] "School of Engineegin Ceramic Engineering"
## [5510] "GPS"
## [5511] "All departments"
## [5512] "Criminal justice"
## [5513] "Biochemistry and Biophysics"
## [5514] "English"
## [5515] "English"
## [5516] "Mechanical Engineering"
## [5517] "mechanical"
## [5518] "Human Development and Family Science"
## [5519] "Anthropology M A"
## [5520] "Statistics"
## [5521] "Middle East African South Asian Studies"
## [5522] "Bioengineering"
## [5523] "Biomedical Engineering"
## [5524] "Geology"
## [5525] "Economics"
## [5526] "MCGD"
## [5527] "Political Science"
## [5528] "Architecture"
## [5529] "Health Policy Management"
## [5530] "Geochemistry"
## [5531] "Public Health"
## [5532] "Linguistics"
## [5533] "Political Science"
## [5534] "Classics"
## [5535] "economics"
## [5536] "Neuroscience"
## [5537] "Economics"
## [5538] "English"
## [5539] "History"
## [5540] "American Culture"
## [5541] "Philosophy"
## [5542] "mechanical eng"
## [5543] "Biology"
## [5544] "Biomedical Engineering"
## [5545] "Biomedical Sciences"
## [5546] "Biomedical Engineering"
## [5547] "Bioengineering"
## [5548] "Immunology"
## [5549] "Immunology"
## [5550] "Immunology"
## [5551] "Immunology"
## [5552] "Mathematics statistics"
## [5553] "Chemistry"
## [5554] "Chemistry"
## [5555] "Government"
## [5556] "Kinesiology"
## [5557] "industrial engineering"
## [5558] "Physics"
## [5559] "Philosophy"
## [5560] "Business School"
## [5561] "English"
## [5562] "Psychology"
## [5563] "Political Science"
## [5564] "Political Science"
## [5565] "English"
## [5566] "Epidemiology"
## [5567] "Biology"
## [5568] "Chemistry"
## [5569] "Chemistry"
## [5570] "Chemistry"
## [5571] "Petroleum engineering"
## [5572] "Computer Science"
## [5573] "economics"
## [5574] "Immunology"
## [5575] "Psychology"
## [5576] "Theology"
## [5577] "Biomedical Science"
## [5578] "FES"
## [5579] "Chemical Engineering"
## [5580] "Geography"
## [5581] "Geological Sciences"
## [5582] "Philosophy"
## [5583] "Chemistry"
## [5584] "Sociology"
## [5585] "Political Science"
## [5586] "school psychology"
## [5587] "Evolution Ecology and Organismal Biology"
## [5588] "Biomedical Science"
## [5589] "Business"
## [5590] "psychology"
## [5591] "Earth Sciences"
## [5592] "Political Science"
## [5593] "Education"
## [5594] "Plant Soil Sciences"
## [5595] "iSchool"
## [5596] "Mathematics"
## [5597] "Political Science"
## [5598] "statistics"
## [5599] "Linguistics"
## [5600] "Chemistry"
## [5601] "Chemistry"
## [5602] "Chemistry"
## [5603] "Comparative Biosciences"
## [5604] "Statistics"
## [5605] "Sociology"
## [5606] "Biochemistry"
## [5607] "Sociology"
## [5608] "Computer Science"
## [5609] "Electrical and Computer Engineering"
## [5610] "Media"
## [5611] "SEAS"
## [5612] "Aerospace Engineering"
## [5613] "Compatative biosciemces"
## [5614] "English"
## [5615] "Communication"
## [5616] "Information Science"
## [5617] "Sociology"
## [5618] "English"
## [5619] "Psychology Experimental"
## [5620] "Polymers and Materials"
## [5621] "earth and planetary science"
## [5622] "management"
## [5623] "Material Science"
## [5624] "psychology and neuroscience"
## [5625] "ECE"
## [5626] "ECE"
## [5627] "Electrical"
## [5628] "Industrial Engineering"
## [5629] "Artificial intelligence"
## [5630] "Statistics"
## [5631] "CEE"
## [5632] "Mechanical Engineering"
## [5633] "Mechanical Engineering"
## [5634] "Geology and Geophysics"
## [5635] "italian"
## [5636] "italian"
## [5637] "Pharmaceutical Chemistry"
## [5638] "ECE"
## [5639] "Electrical and Computer Engineering"
## [5640] "Electrical and Computer Engineering"
## [5641] "Developmental Psychology"
## [5642] "Biology"
## [5643] "computer science"
## [5644] "English"
## [5645] "GDBBS"
## [5646] "Anthropology"
## [5647] "Near Eastern Languages and Civilizations"
## [5648] "Pharmacology"
## [5649] "Physics"
## [5650] "Physics"
## [5651] "Electrical Engineering"
## [5652] "Pharmacology and Toxicology"
## [5653] "ILS"
## [5654] "ILS"
## [5655] "Counseling Psychology"
## [5656] "Chemistry"
## [5657] "Electrical and Computer Engineering"
## [5658] "Biomedical Engineering"
## [5659] "Chemistry"
## [5660] "biomedical engineering"
## [5661] "Political Science"
## [5662] "comparative literature"
## [5663] "Psychology"
## [5664] "Engineering"
## [5665] "Political Science"
## [5666] "Biomedical Engineering"
## [5667] "interdisciplinary biomedical sciences"
## [5668] "Statistics"
## [5669] "Hellenic Studies"
## [5670] "Materials Science"
## [5671] "Anthropology"
## [5672] "Department of Statistics"
## [5673] "Communication"
## [5674] "Nuclear Engineering"
## [5675] "Anthropology"
## [5676] "Applied Mathematics"
## [5677] "linguistics"
## [5678] "Sociology"
## [5679] "History"
## [5680] "Political Science"
## [5681] "Political Science"
## [5682] "Political Science"
## [5683] "Political Science"
## [5684] "English"
## [5685] "Electrical Engineering"
## [5686] "Chemical Engineering"
## [5687] "Government"
## [5688] "Jewish Studies"
## [5689] "Nuclear Science Engineering"
## [5690] "College of Public Health"
## [5691] "computer science"
## [5692] "Statistics"
## [5693] "cell"
## [5694] "SEAS"
## [5695] "Business Management PhD"
## [5696] "Mathematics"
## [5697] "Political Science"
## [5698] "Clinical Psychology"
## [5699] "Biologocal and Biomedical Sciences"
## [5700] "Olin Business School"
## [5701] "Biology"
## [5702] "Materials Science Engineering"
## [5703] "Biostatistics"
## [5704] "Computer Science"
## [5705] "Agricultural Economics"
## [5706] "American Studies"
## [5707] "Cancer Biology"
## [5708] "Cancer Biology"
## [5709] "Materials Science and Engineering"
## [5710] "Pharmaceutical"
## [5711] "Philosophy"
## [5712] "Chemistry and Biochemistry"
## [5713] "Materials Science and Engineering"
## [5714] "Computer Science"
## [5715] "Philosophy"
## [5716] "Psychology"
## [5717] "Chemical Engineering"
## [5718] "Kinesiology and Health Science"
## [5719] "English"
## [5720] "psychology"
## [5721] "computer science"
## [5722] "Sociology"
## [5723] "Cinema Media Studies"
## [5724] "IMPRS MSc Molecular Biology"
## [5725] "Materials Science and Engineering"
## [5726] "Materials Science and Engineering"
## [5727] "Materials Science and Engineering"
## [5728] "Materials Science and Engineering"
## [5729] "Electrical Engineering"
## [5730] "department of poultry science"
## [5731] "Chemistry"
## [5732] "Electrical and Computer Engineering"
## [5733] "Materials Science and Engineering"
## [5734] "Mechanical and Aerospace Engineering"
## [5735] "Biomedical Engineering"
## [5736] "Bioengineering"
## [5737] "Finance"
## [5738] "Chemical Biomolecular Engineering"
## [5739] "biomedical engineering"
## [5740] "Biostatistics"
## [5741] "Government"
## [5742] "Public Affairs"
## [5743] "Economics"
## [5744] "Biology"
## [5745] "Booth"
## [5746] "Political Science"
## [5747] "SEAS"
## [5748] "Chemical"
## [5749] "Biophysics"
## [5750] "Curriculum in Toxicology"
## [5751] "applied mathematics and statistics"
## [5752] "History"
## [5753] "Oncological Sciences"
## [5754] "Biology"
## [5755] "English"
## [5756] "Polymer Science and Engineering"
## [5757] "Criminal Justice"
## [5758] "Political Science"
## [5759] "Management Phd"
## [5760] "Chemical engineering"
## [5761] "Ecology"
## [5762] "Administrative Leadership"
## [5763] "Chemistry"
## [5764] "Chemistry"
## [5765] "Medieval Institute"
## [5766] "Biomedical Engineering"
## [5767] "Psychology"
## [5768] "Molecular biology"
## [5769] "chemical physics"
## [5770] "Psychology"
## [5771] "Psychology"
## [5772] "Veterinary preventive medicine"
## [5773] "Computer Science"
## [5774] "Biomedical and Chemical Engineering"
## [5775] "Cellular and Molecular Biology"
## [5776] "Microbiology and Immunology"
## [5777] "Genetics and Molecular Biology"
## [5778] "science"
## [5779] "Mechanical"
## [5780] "Computer Science"
## [5781] "Rehabilitation Sciences"
## [5782] "Chemical engineering"
## [5783] "Oral Health Science"
## [5784] "c"
## [5785] "chemistry"
## [5786] "Chemistry"
## [5787] "Computer Engineering"
## [5788] "Civil Engineering"
## [5789] "Bme"
## [5790] "Statistics"
## [5791] "IBS"
## [5792] "Health Sciences"
## [5793] "University Counseling Center"
## [5794] "Physics and Astronomy"
## [5795] "Biochemistry"
## [5796] "Mechanical Engineering"
## [5797] "Gender and Women's Studies"
## [5798] "Civil Engineering"
## [5799] "Forestry"
## [5800] "Chemistry"
## [5801] "College of Pharmacy"
## [5802] "Electrical And Computer Engineering"
## [5803] "Plant Pathology"
## [5804] "Political Science"
## [5805] "Chemistry"
## [5806] "Chemistry"
## [5807] "Hispanic Studies"
## [5808] "College of Pharmacy"
## [5809] "Economics"
## [5810] "Plant Pathology"
## [5811] "Communication"
## [5812] "Political Science"
## [5813] "Pharmaceutical Sciences"
## [5814] "Music"
## [5815] "Biology"
## [5816] "Pharmacology"
## [5817] "Geophysical Sciences"
## [5818] "Bioinformatics"
## [5819] "Psychology"
## [5820] "Information Science"
## [5821] "Physiology and Pharmacology"
## [5822] "Chemistry"
## [5823] "Mechanical Engineering"
## [5824] "Electrical and Computer Engineering"
## [5825] "Animal and Food Sciences"
## [5826] "Agricultural and Biosystems Engineering"
## [5827] "Biosystems and Agricultural Engineering"
## [5828] "Doctoral"
## [5829] "english"
## [5830] "Biomolecular Science School of Pharmacy"
## [5831] "English"
## [5832] "Electrical and Computer Engineering"
## [5833] "Biology"
## [5834] "Biology"
## [5835] "Entomology"
## [5836] "Entomology"
## [5837] "English"
## [5838] "Entomology"
## [5839] "African American Studies"
## [5840] "Mathematics"
## [5841] "Physics"
## [5842] "physics"
## [5843] "Mathematics"
## [5844] "Public Health Environmental Health Sciences"
## [5845] "Public Health Environmental Health Sciences"
## [5846] "Educational Psychology"
## [5847] "Philosophy"
## [5848] "Criminal Justice"
## [5849] "Chemistry"
## [5850] "Urban Education"
## [5851] "Fine art"
## [5852] "Animal and Food Science"
## [5853] "Animal and Food Sciences"
## [5854] "Biology EEB"
## [5855] "Animal and Food Sciences"
## [5856] "English"
## [5857] "Anthropology"
## [5858] "Political Science"
## [5859] "Human Genetics"
## [5860] "Department of Religion"
## [5861] "English"
## [5862] "Sociology"
## [5863] "Political Science"
## [5864] "English Creative Writing"
## [5865] "Computer and Information Science and Engineering"
## [5866] "Physics"
## [5867] "English"
## [5868] "Chemical Engineering"
## [5869] "computer Science"
## [5870] "Pharmaceutical Sciences"
## [5871] "Genetics"
## [5872] "Music"
## [5873] "Biological and Biomedical Sciences"
## [5874] "Mechanical Engineering"
## [5875] "Computer Science"
## [5876] "Computer Science"
## [5877] "Economics"
## [5878] "Clinical Medicine Cancer Immunology"
## [5879] "engineering"
## [5880] "Molecular and Developmental Biology"
## [5881] "History"
## [5882] "Political science PhD"
## [5883] "MEMS"
## [5884] "Mathematics"
## [5885] "Education"
## [5886] "Gerontology"
## [5887] "Computer science"
## [5888] "Communication"
## [5889] "Transformative Learning"
## [5890] "Electrical Engineering"
## [5891] "Mathematics"
## [5892] "Chemistry"
## [5893] "school psychology"
## [5894] "School of Biological Sciences Biology Bioinformatics Quantitative Biosciences Applied Physiology"
## [5895] "Environmental Health"
## [5896] "Mathematics"
## [5897] "Entomology"
## [5898] "ECS"
## [5899] "Aerospace Engineering"
## [5900] "Aerospace Engineering"
## [5901] "Education"
## [5902] "Mathematics"
## [5903] "Mathematics"
## [5904] "Nursing"
## [5905] "Electrical Engineering"
## [5906] "Forestry"
## [5907] "Biochemistry"
## [5908] "Animal and Food Sciences"
## [5909] "Political Science"
## [5910] "Political Science"
## [5911] "Earth Sciences"
## [5912] "Ecology"
## [5913] "Ecology"
## [5914] "French Studies"
## [5915] "molecular biology"
## [5916] "Chemistry"
## [5917] "Neurobiology"
## [5918] "School of Global Inclusion and Social Development"
## [5919] "sociology"
## [5920] "department of medical sciences"
## [5921] "Geography"
## [5922] "Civil Engineering"
## [5923] "English"
## [5924] "English"
## [5925] "English"
## [5926] "English"
## [5927] "English"
## [5928] "Bioinformatics"
## [5929] "Chemistry"
## [5930] "SEAS"
## [5931] "Psychological and Brain Sciences"
## [5932] "Civil and Urban Engineering"
## [5933] "chemistry"
## [5934] "Business"
## [5935] "Management"
## [5936] "Sociology"
## [5937] "mechanical engineering"
## [5938] "Center for Molecular and Behavioral Neuroscience"
## [5939] "BMEd"
## [5940] "ARL Walker"
## [5941] "history of art"
## [5942] "Business"
## [5943] "Bioscience PhD Programs"
## [5944] "English"
## [5945] "Statistics"
## [5946] "Computer"
## [5947] "Electrical and computer engineering"
## [5948] "BBSP"
## [5949] "Comparative Studies in Literature and Culture"
## [5950] "Political Science"
## [5951] "Slavic"
## [5952] "NGP"
## [5953] "Finance"
## [5954] "Economics"
## [5955] "College of Engineering"
## [5956] "Marketing"
## [5957] "neuroscience"
## [5958] "Neuroscience"
## [5959] "Math"
## [5960] "Mathematics"
## [5961] "Mathematics"
## [5962] "Mathematics"
## [5963] "Mathematics"
## [5964] "Mathematics"
## [5965] "MECHANICAL"
## [5966] "natural science"
## [5967] "physics"
## [5968] "Computer Science"
## [5969] "Sociology"
## [5970] "Religious Studies"
## [5971] "Mechanical Engineering"
## [5972] "Materials science and engineering"
## [5973] "political science"
## [5974] "biotech"
## [5975] "Soil and Water Science"
## [5976] "ICES"
## [5977] "Biology"
## [5978] "English"
## [5979] "biochemistry and molecular biology"
## [5980] "Biological and Biomedical Sciences"
## [5981] "Biochemistry Molecular and Structural Biology"
## [5982] "Business"
## [5983] "Electrical"
## [5984] "Biomedical Sciences"
## [5985] "Immunology"
## [5986] "Sociology"
## [5987] "English"
## [5988] "Computer SCience"
## [5989] "New England and American Studies Program"
## [5990] "Basic Biomedical Sciences"
## [5991] "School of Information"
## [5992] "Education"
## [5993] "Biology"
## [5994] "English"
## [5995] "Marketing Business"
## [5996] "Fox school of Business"
## [5997] "English"
## [5998] "biology"
## [5999] "Biological Sciences"
## [6000] "Biology Ecology Evolution and Organismal Biology"
## [6001] "Economics PHD"
## [6002] "chemical"
## [6003] "Digital media"
## [6004] "mechanical engineering"
## [6005] "Immunology and Microbiology"
## [6006] "Statistics"
## [6007] "Life Science"
## [6008] "Accounting"
## [6009] "TBMH"
## [6010] "Computer Science and Engineering"
## [6011] "Translational Science"
## [6012] "NEUROSCIENCE"
## [6013] "Political Science"
## [6014] "Aademic Affairs"
## [6015] "aeroastro"
## [6016] "biomedcal engineering"
## [6017] "Cell Biology Physiology"
## [6018] "Neuroscience"
## [6019] "Pharmacology"
## [6020] "Genetics and Molecular Biology"
## [6021] "Nanoscale Engineering"
## [6022] "Keck School of Medicine"
## [6023] "Food Science"
## [6024] "Mechanical Engineering"
## [6025] "Computer Science"
## [6026] "Sociology"
## [6027] "Philosophy"
## [6028] "Environmental Health Sciences"
## [6029] "Economics"
## [6030] "Computer Science"
## [6031] "Bioengineering"
## [6032] "Biomedical Engineering"
## [6033] "Industrial Engineering"
## [6034] "Biophysics"
## [6035] "Math"
## [6036] "Microbiology"
## [6037] "School of science and technology"
## [6038] "business administration"
## [6039] "Civil and Environmental Engineering"
## [6040] "Physics"
## [6041] "Literature"
## [6042] "History"
## [6043] "Neuroscience"
## [6044] "English"
## [6045] "biology"
## [6046] "PhD in Pastoral Theology"
## [6047] "PhD in Pastoral Theology"
## [6048] "Crop Sciences"
## [6049] "Crop Science"
## [6050] "Entomology"
## [6051] "Biological Sciences Graduate Program"
## [6052] "Microbiology and Immunology"
## [6053] "Theology"
## [6054] "Civil engineering"
## [6055] "Entomology"
## [6056] "Economics"
## [6057] "Zoology"
## [6058] "Phd"
## [6059] "Phd"
## [6060] "Biology"
## [6061] "Geography"
## [6062] "Pharmacology"
## [6063] "Educational Leadershop"
## [6064] "Chemistry"
## [6065] "biomedical science"
## [6066] "Geosciences"
## [6067] "Geological Atmospheric Sciences"
## [6068] "Leeds School of Business"
## [6069] "Civil engineering"
## [6070] "Biomedical Engineering"
## [6071] "Neuroscience NGP"
## [6072] "Psychology"
## [6073] "Environment Society"
## [6074] "Watershed Sciences"
## [6075] "Economics"
## [6076] "Biology"
## [6077] "Comparative Literature French"
## [6078] "Biological Sciences"
## [6079] "Electrical Engineering"
## [6080] "biomedical engineering"
## [6081] "STEM"
## [6082] "Computer Science"
## [6083] "Bioinformatics"
## [6084] "Sociology"
## [6085] "Molecular Genetics"
## [6086] "Biology"
## [6087] "Chemistry"
## [6088] "Animal Science"
## [6089] "Soils Plant and Insects"
## [6090] "biology"
## [6091] "Chemical engineering"
## [6092] "Microbiology and Environmental toxiciology"
## [6093] "CNAP"
## [6094] "Media and Journalism"
## [6095] "Neuroscience"
## [6096] "Medical Sciences"
## [6097] "Civil Engineering"
## [6098] "Pharmacology"
## [6099] "Medical Physics"
## [6100] "pathology microbiology and immunology"
## [6101] "Neuroscience Graduate Program"
## [6102] "DMS"
## [6103] "Cell and Developmental Biology"
## [6104] "Biology"
## [6105] "Physiology"
## [6106] "Neurobiology and Anatomy Neuroscience"
## [6107] "Foods and Nutrition"
## [6108] "MD PhD Program"
## [6109] "Chemistry"
## [6110] "Bioengineering"
## [6111] "Chemistry"
## [6112] "Aerospace"
## [6113] "Molecular and Integrative Physiology PhD"
## [6114] "English"
## [6115] "Microbiology mmunology"
## [6116] "Pharmacology"
## [6117] "Microbiology and Immunology"
## [6118] "Chemistry"
## [6119] "Medical Campus"
## [6120] "TETRAD"
## [6121] "Sackler"
## [6122] "School Psychology"
## [6123] "Genetics"
## [6124] "Pharmacology Toxicology"
## [6125] "Chemistry"
## [6126] "Biology"
## [6127] "Biochemistry"
## [6128] "Pharmacology"
## [6129] "Pharmacology"
## [6130] "Microbiology and Immunology"
## [6131] "Horticulture"
## [6132] "Biology"
## [6133] "Biology"
## [6134] "Chemistry"
## [6135] "Bioengineering"
## [6136] "Physiology"
## [6137] "MNPC"
## [6138] "Physiological Sciences"
## [6139] "Chemical and Biomolecular Engineering"
## [6140] "Psychology"
## [6141] "Neuroscience"
## [6142] "Biology"
## [6143] "School of Science and Technology"
## [6144] "Pathology BIMS"
## [6145] "Micab"
## [6146] "Molecular Microbiology and Immunology"
## [6147] "Cognitive Sciences"
## [6148] "Biomedical Sciences"
## [6149] "Biology"
## [6150] "Biology"
## [6151] "Chemistry"
## [6152] "Cell and Developmental Biology College of Graduate Studies"
## [6153] "Biology and Biomedical Sciences"
## [6154] "Biochemistry"
## [6155] "MSTP"
## [6156] "Genome Sciences"
## [6157] "Chemistry"
## [6158] "Engineering"
## [6159] "pathology"
## [6160] "Chemistry"
## [6161] "DBS"
## [6162] "Program in Biomedical Sciences"
## [6163] "Biomedical Engineeirng"
## [6164] "Biology"
## [6165] "Molecular Biology"
## [6166] "structural biology"
## [6167] "Pharmacology"
## [6168] "Neuroscience"
## [6169] "Oncology"
## [6170] "Cell Biology and Anatomy"
## [6171] "Cell Biology and Anatomy"
## [6172] "Cell Biology and Anatomy"
## [6173] "Cell Biology and Anatomy"
## [6174] "Chemistry and Biochemistry"
## [6175] "Biology Department"
## [6176] "Physics"
## [6177] "Molecular and Systems Pharmacology"
## [6178] "Biochemistry"
## [6179] "BIOLOGY"
## [6180] "Biology"
## [6181] "Ecology and Evolutionary Biology"
## [6182] "Division of Biomedical and Biological Sciences"
## [6183] "Plant and Microbial Biology"
## [6184] "Chemical Engineering"
## [6185] "Gsbs"
## [6186] "Neuroscience"
## [6187] "Eeb"
## [6188] "MCDB"
## [6189] "Molecular microbiology"
## [6190] "Chemistry and biochemistry"
## [6191] "Molecular and cell"
## [6192] "Biochemistry"
## [6193] "Structural Biology and Biochemistry"
## [6194] "Biomedical Sciences"
## [6195] "Immunology"
## [6196] "Microbiology"
## [6197] "Psychology"
## [6198] "Bmmb"
## [6199] "BMMB"
## [6200] "Biochemistry and Biomedical Sciences"
## [6201] "Biochemistry and Molecular Pharmacology"
## [6202] "Cell and Molecular BIology"
## [6203] "Biosciences"
## [6204] "Biological Sciences"
## [6205] "Pathology"
## [6206] "health sciences"
## [6207] "Biological and Biomedical Sciences"
## [6208] "Geosciences"
## [6209] "Chemistry and Biochemistry"
## [6210] "Biology"
## [6211] "Biology"
## [6212] "Chemistry"
## [6213] "Environmental and Occupational Health Sciences"
## [6214] "Pathology"
## [6215] "Pharamcology"
## [6216] "Chemistry"
## [6217] "Microbiology Doctoral Training Program"
## [6218] "Cancer Biology"
## [6219] "Department of Chemistry Biochemistry"
## [6220] "Chemistry and Biochemistry"
## [6221] "Finance"
## [6222] "Business"
## [6223] "Sociology"
## [6224] "Business"
## [6225] "Health and Human Physiology"
## [6226] "management"
## [6227] "Earth and Environmental Sciences"
## [6228] "Chemistry"
## [6229] "Higher Education"
## [6230] "Russian and East European Studies"
## [6231] "Information Technology"
## [6232] "School of Criminology and Justice Studies"
## [6233] "Molecular and Cellular Biology"
## [6234] "biochemistry"
## [6235] "Center for Neural Science"
## [6236] "Economics"
## [6237] "ISAW"
## [6238] "Chemistry and Biochemistry"
## [6239] "Neuroscience"
## [6240] "Biomedical Engineering"
## [6241] "Medicinal Chemistry"
## [6242] "Natural Resources and Environmental Sciences"
## [6243] "Plant Biology"
## [6244] "communication sciences and disorders"
## [6245] "Psychology"
## [6246] "Chemical and Biological Engineering"
## [6247] "neuroscience"
## [6248] "Anthropology"
## [6249] "Behavioral and Brain Sciences"
## [6250] "Electrical Engineering"
## [6251] "Electrical and Computer Engineering"
## [6252] "Molecular and Cellular Biology"
## [6253] "Political science"
## [6254] "computer science"
## [6255] "Biomedical Engineering"
## [6256] "Biomedical Engineering"
## [6257] "SEAS"
## [6258] "English and Women Studies"
## [6259] "Biology"
## [6260] "industrial and organizational psyhology"
## [6261] "Statistics and Operations Research"
## [6262] "environmental engineering"
## [6263] "English"
## [6264] "bioengineering"
## [6265] "Aerospace"
## [6266] "Political Science"
## [6267] "Political Science"
## [6268] "Political Science"
## [6269] "Political Science"
## [6270] "Anthropology"
## [6271] "Biology"
## [6272] "Biology"
## [6273] "Physics"
## [6274] "Physics"
## [6275] "Biology"
## [6276] "biophysics"
## [6277] "Biomedical Engineering"
## [6278] "Graduate Education"
## [6279] "Geochemistry"
## [6280] "Materials Science and Engineering"
## [6281] "Philosophy"
## [6282] "physics"
## [6283] "eecs"
## [6284] "school of nursing"
## [6285] "Department of Geological Sciences"
## [6286] "mechanical engineering"
## [6287] "Neuroscience"
## [6288] "Biology"
## [6289] "African and African Diaspora Studies"
## [6290] "Basic Sciences"
## [6291] "Basic Sciences"
## [6292] "Political science"
## [6293] "immunology"
## [6294] "History"
## [6295] "Student Affairs"
## [6296] "Economics"
## [6297] "Molecular and Computational Biology"
## [6298] "Slavic"
## [6299] "mechanical engineering"
## [6300] "mechanical engineering"
## [6301] "mechanical engineering"
## [6302] "Chemistry and biochemistry"
## [6303] "Immunology"
## [6304] "operations resesarch"
## [6305] "operations resesarch"
## [6306] "Psychology"
## [6307] "mathematics"
## [6308] "BBSP"
## [6309] "Chemistry and Biochemistry"
## [6310] "Chemistry"
## [6311] "French and Italian"
## [6312] "mcdb"
## [6313] "Biomedical Engineering"
## [6314] "Physics"
## [6315] "Physics"
## [6316] "Biology"
## [6317] "Material Science and Engineering"
## [6318] "physics"
## [6319] "English"
## [6320] "English"
## [6321] "English"
## [6322] "English"
## [6323] "English"
## [6324] "English"
## [6325] "English"
## [6326] "English"
## [6327] "Classics"
## [6328] "Space Sciences"
## [6329] "English"
## [6330] "Science"
## [6331] "English"
## [6332] "English"
## [6333] "English"
## [6334] "English"
## [6335] "English"
## [6336] "English"
## [6337] "English"
## [6338] "English"
## [6339] "English"
## [6340] "English"
## [6341] "English"
## [6342] "English"
## [6343] ""
## [6344] "English"
## [6345] "English"
## [6346] "English"
## [6347] "English"
## [6348] "English"
## [6349] "English"
## [6350] "English"
## [6351] "grad"
## [6352] "Mechanical Engineering"
## [6353] "English"
## [6354] "ENGLISH"
## [6355] "Grad"
## [6356] "Grad"
## [6357] "Film"
## [6358] "English"
## [6359] "History"
## [6360] "Theatre Historiography and Performance Studies"
## [6361] "Near Eastern and Judaic Studies"
## [6362] "Engineering"
## [6363] "industrial and systems engineering"
## [6364] "Computer and Information Science"
## [6365] "Management"
## [6366] "Electrical Engineering"
## [6367] "Environmental Engineering"
## [6368] "History"
## [6369] "History"
## [6370] "Physics and Astronomy"
## [6371] "Mathematics Statistics"
## [6372] "Geography and Urban Regional Analysis"
## [6373] "Wildlife Fisheries and Aquaculture"
## [6374] "MLL"
## [6375] "NGP"
## [6376] "Medical scientist training program"
## [6377] "Computer Science"
## [6378] "Political Science"
## [6379] "biology"
## [6380] "STATISTICS"
## [6381] "Anthropology"
## [6382] "Epidemiology"
## [6383] "PhD Marketing"
## [6384] "Chemical Engineering"
## [6385] "Economics"
## [6386] "economics"
## [6387] "Management Strategy and Entrepreneurship"
## [6388] "Entomology and Plant Pathology"
## [6389] "Business"
## [6390] "mechanical engineering"
## [6391] "Economics"
## [6392] "biology"
## [6393] "Gender Studies"
## [6394] "political science"
## [6395] "special education"
## [6396] "Materials Science and Engineering"
## [6397] "Education Leadership Policy Studies"
## [6398] "Bioengineering"
## [6399] "Food Science Human Nutrition"
## [6400] "Management"
## [6401] "Psychology"
## [6402] "Neuroscience"
## [6403] "ECE"
## [6404] "Clinical Psychology PhD"
## [6405] "Sociology"
## [6406] "Business"
## [6407] "biology"
## [6408] "Chemistry and Biochemistry"
## [6409] "Chemistry"
## [6410] "Molecular Biosciences"
## [6411] "Ecology Evolutionary Biology"
## [6412] "Biomedical Engineering"
## [6413] "Biomedical Engineering"
## [6414] "Bioinformatics and Computational Biology"
## [6415] "School of International Letters and Cultures"
## [6416] "Applied economics"
## [6417] "Psychology"
## [6418] "Chemistry"
## [6419] "Urban and Regional Planning"
## [6420] "Business"
## [6421] "IBS"
## [6422] "Family and Human Development"
## [6423] "Biological and Biomedical Sciences"
## [6424] "Biomedical Sciences BMS"
## [6425] "Physics Astronomy"
## [6426] "Physics Astronomy"
## [6427] "Physics Astronomy"
## [6428] "Physics Astronomy"
## [6429] "Finance"
## [6430] "Chemistry"
## [6431] "Religion"
## [6432] "Biomedical Sciences"
## [6433] "Applied Mathematics and Statistics"
## [6434] "Health and Human Performance"
## [6435] "Chemistry"
## [6436] "Graduate Biomedical Sciences"
## [6437] "Marine Biology"
## [6438] "Biology"
## [6439] "Religious Studies"
## [6440] "Theology"
## [6441] "Theology"
## [6442] "The Rubenstein School of Environment and Natural Resources"
## [6443] "Education"
## [6444] "Sociology"
## [6445] "Political Science"
## [6446] "Human Development and Family Studies"
## [6447] "Earth Ocean and Ecological Sciences"
## [6448] "Earth Ocean and Ecological Sciences"
## [6449] "Chemistry"
## [6450] "Ecology and Evolutionary Biology"
## [6451] "Ecology and Evolutionary Biology"
## [6452] "Bioengineering"
## [6453] "Bioengineering"
## [6454] "Economics"
## [6455] "Economics"
## [6456] "Economics"
## [6457] "Psychology"
## [6458] "Cell and Molecular Biology"
## [6459] "Molecular Biosciences"
## [6460] "Biological Sciences"
## [6461] "Biochemistry cellular and molecular biology"
## [6462] "Biochemistry cellular and molecular biology"
## [6463] "BCMB"
## [6464] "CNAP"
## [6465] "Bioengineering"
## [6466] "Computer Science and Engineering"
## [6467] "Computer Science and Engineering"
## [6468] "Political Science"
## [6469] "government"
## [6470] "Neuroscience"
## [6471] "Microbiology and cell science"
## [6472] "Linguistics"
## [6473] "Brain and Cognitive Science"
## [6474] "Political Science"
## [6475] "Music"
## [6476] "Pharmaceutical Economics and Policy"
## [6477] "aeronautics and astronautics"
## [6478] "Neuroscience"
## [6479] "Forestry and Natural Resources"
## [6480] "Biostatistics"
## [6481] "Mechanical and Aerospace Engineering"
## [6482] "Biology"
## [6483] "Integrative Biology"
## [6484] "PIBS"
## [6485] "PIBS"
## [6486] "Music"
## [6487] "Physics"
## [6488] "Psychology"
## [6489] "Political Science"
## [6490] "Philosophy"
## [6491] "political science"
## [6492] "Speech Language and Hearing Sciences"
## [6493] "Math"
## [6494] "Math"
## [6495] "Comparative Human Development"
## [6496] "Geosciences"
## [6497] "Biology"
## [6498] "Anthropology"
## [6499] "Education"
## [6500] "Linguistics"
## [6501] "Political Science"
## [6502] "Materials Science and Engineering"
## [6503] "Music"
## [6504] "Electrical and Computer Engineering"
## [6505] "Chemistry"
## [6506] "Biomedical Sciences"
## [6507] "MBIDP"
## [6508] "Political Science"
## [6509] "Physics"
## [6510] "Political Science"
## [6511] "Biophysics and Quantitative Biology"
## [6512] "Earth Sciences"
## [6513] "english"
## [6514] "Biodiversity Earth and Environmental Sciences PhD"
## [6515] "Chemical Engineering"
## [6516] "Pharmaceutical Sciences"
## [6517] "Pharmaceutical science"
## [6518] "Pharmaceutical science"
## [6519] "Division of Nutritional Sciences"
## [6520] "Linguistics"
## [6521] "Sociology"
## [6522] "Sociology"
## [6523] "Sociology"
## [6524] "Sociology"
## [6525] "Sociology and Education"
## [6526] "History"
## [6527] "Biomedical Engineering"
## [6528] "Mechanical Industrial and Manufacturing Engineering"
## [6529] "Economics"
## [6530] "art history"
## [6531] "Psychology"
## [6532] "Political Science"
## [6533] "Chemistry"
## [6534] "Chemistry"
## [6535] "Chemical and Biochemical Engineering"
## [6536] "Astronomy"
## [6537] "engineer"
## [6538] "bio medical engineer"
## [6539] "MCD Biology"
## [6540] "Management"
## [6541] "Management"
## [6542] "Earth and Planetary Sciences"
## [6543] "Management"
## [6544] "Business"
## [6545] "Plant Breeding"
## [6546] "economics"
## [6547] "Marketing"
## [6548] "Industrial and Systems Engineering"
## [6549] "Data Science and Operations"
## [6550] "Operations Information and Decisions"
## [6551] "Operations Management"
## [6552] "Anthropology"
## [6553] "Plant Pathology and Plant Microbe Biology"
## [6554] "Comparative Religion M A"
## [6555] "Managerial Economics and Strategy Kellogg"
## [6556] "Political Science"
## [6557] "Political Science"
## [6558] "Political Science"
## [6559] "Psychology"
## [6560] "Sociology"
## [6561] "German"
## [6562] "Biology"
## [6563] "Geology"
## [6564] "Earth and Environmental Science"
## [6565] "Earth Sciences"
## [6566] "Molecular cellular and developmental biology"
## [6567] "Ecology Evolutionary Biology and Behavior"
## [6568] "English"
## [6569] "English"
## [6570] "English"
## [6571] "Engineering"
## [6572] "Department of Marine and Coastal Sciences"
## [6573] "Political Science"
## [6574] "BME"
## [6575] "Earth and Environmental Sciences"
## [6576] "Earth Sciences"
## [6577] "Earth and Environmental Sciences"
## [6578] "Geology and Geophysics"
## [6579] "Geology"
## [6580] "Geology"
## [6581] "Geology"
## [6582] "Geology"
## [6583] "Geosciences"
## [6584] "Geosciences"
## [6585] "Geological Sciences Engineering"
## [6586] "Geoscience"
## [6587] "Earth Planetary Science"
## [6588] "Earth Planetary Science"
## [6589] "Earth Science"
## [6590] "Earth Environmental Sciences"
## [6591] "Cellular and Molecular Biology"
## [6592] "School of Life Science"
## [6593] "Modern Languages and Literatures"
## [6594] "Music"
## [6595] "Political Science"
## [6596] "Chemical and Biomolecular Engineering"
## [6597] "Plant Soil and Agricultural Systems"
## [6598] "Botany and Plant Pathology"
## [6599] "Political Science"
## [6600] "Political Science"
## [6601] "Neuroscience"
## [6602] "English"
## [6603] "English"
## [6604] "English"
## [6605] "Aerospace and Mechanical Engineering"
## [6606] "Biosciences"
## [6607] "MECHSE"
## [6608] "Political Science Government"
## [6609] "Biotechnology Medical Engineering"
## [6610] "Biotechnology Medical Engineering"
## [6611] "Political Science Government"
## [6612] "Political Science Government"
## [6613] "Political Science"
## [6614] "Political Science"
## [6615] "Political Science"
## [6616] "Political Science"
## [6617] "Political Science"
## [6618] "Political Science"
## [6619] "Political science"
## [6620] "BBSP"
## [6621] "School of Education"
## [6622] "Food science"
## [6623] "Political Science"
## [6624] "Political Science"
## [6625] "Political Science"
## [6626] "Political Science"
## [6627] "Political Science"
## [6628] "Classics"
## [6629] "Teacher Education and Teacher Development"
## [6630] "Greek and Latin"
## [6631] "Education"
## [6632] "Philosophy"
## [6633] "History"
## [6634] "Medicine"
## [6635] "Earth and Planetary Sciences"
## [6636] "Anthropology"
## [6637] "TPS"
## [6638] "Sociology"
## [6639] "Sociology"
## [6640] "Religious Studies"
## [6641] "Political Science"
## [6642] "bcmb"
## [6643] "petroleum engineering"
## [6644] "Film"
## [6645] "Anthropology"
## [6646] "Anthropology"
## [6647] "Anthropology"
## [6648] "Anthropology"
## [6649] "Rural Sociology"
## [6650] "Chemistry"
## [6651] "Chemistry"
## [6652] "Chemistry"
## [6653] "Chemistry"
## [6654] "History of Art"
## [6655] "Psychology Department"
## [6656] "chemical biomolecular engineering"
## [6657] "Mechanical Engineering"
## [6658] "Physics"
## [6659] "QSB"
## [6660] "Chemistry"
## [6661] "Political Science"
## [6662] "Chemistry"
## [6663] "Biology"
## [6664] "Neuro"
## [6665] "Energy Science and Engineering"
## [6666] "Chemistry"
## [6667] "Sociology"
## [6668] "Management"
## [6669] "BME"
## [6670] "Biomedical Engineering"
## [6671] "Finance"
## [6672] "History"
## [6673] "Political Science"
## [6674] "Linguistics"
## [6675] "Sociology"
## [6676] "Sociology"
## [6677] "Sociology"
## [6678] "Sociology"
## [6679] "History"
## [6680] "chemistry"
## [6681] "Sociology"
## [6682] "Anthropology"
## [6683] "Chemistry"
## [6684] "African Diaspora Studies"
## [6685] "African American Studies"
## [6686] "Political Science"
## [6687] "Political Science"
## [6688] "Political Science"
## [6689] "Political Science"
## [6690] "Political Science"
## [6691] "Management and Organization"
## [6692] "Biomedical Engineering"
## [6693] "Politics"
## [6694] "Philosophy"
## [6695] "Human and Statistical Genetics DBBS"
## [6696] "Human Genetics Biological Sciences Division"
## [6697] "Computer Science"
## [6698] "Philosophy"
## [6699] "History"
## [6700] "Sociology"
## [6701] "Sociology"
## [6702] "Sociology"
## [6703] "Sociology"
## [6704] "Marketing"
## [6705] "political science"
## [6706] "political science"
## [6707] "political science"
## [6708] "political science"
## [6709] "Computer Science"
## [6710] "Behavioral Neuroscience"
## [6711] "I O Psychology MASc"
## [6712] "I O Psychology"
## [6713] "Political Science"
## [6714] "Anthropology"
## [6715] "Neuroscience"
## [6716] "NELC"
## [6717] "Arabic and Islamic Studies"
## [6718] "Mathematics"
## [6719] "Genetics and Genomics"
## [6720] "Public Health"
## [6721] "Scandinavian Studies"
## [6722] "Scandinavian Studies"
## [6723] "Child Youth and Family Studies"
## [6724] "Child Youth and Family Studies"
## [6725] "Child Youth and Family Studies"
## [6726] "College of Earth Ocean and Atmospheric Sciences Geography"
## [6727] "Political Science"
## [6728] "Political Science"
## [6729] "Anthropology"
## [6730] "Physics"
## [6731] "Cinema and Media Studies"
## [6732] "Film Studies"
## [6733] "Screen Cultures"
## [6734] "History"
## [6735] "Art History"
## [6736] "Demography"
## [6737] "Sociology"
## [6738] "Sociology"
## [6739] "Sociology"
## [6740] "Sociology"
## [6741] "Weill Cornell Medicine"
## [6742] "Chemistry"
## [6743] "Chemistry"
## [6744] "Political Science"
## [6745] "English"
## [6746] "Linguistics"
## [6747] "Chemistry"
## [6748] "Sociology"
## [6749] "Sociology"
## [6750] "Political Science"
## [6751] "Sociology"
## [6752] "Graduate Department of Religion"
## [6753] "Political Science"
## [6754] "Molecular Cell and Developmental Biology"
## [6755] "Religion"
## [6756] "Anthropology"
## [6757] "Sociology"
## [6758] "Chemistry"
## [6759] "Philosophy"
## [6760] "Art History"
## [6761] "Art History"
## [6762] "Cell Molecular Biology"
## [6763] "Linguistics"
## [6764] "Philosophy"
## [6765] "PIBS"
## [6766] "Sociology"
## [6767] "Political Science"
## [6768] "ILS"
## [6769] "Sociology"
## [6770] "Political Science"
## [6771] "Politics"
## [6772] "Sociology"
## [6773] "Classics"
## [6774] "Art"
## [6775] "Political Science"
## [6776] "Political Science"
## [6777] "Linguistics PhD"
## [6778] "Philosophy"
## [6779] "HASTS"
## [6780] "chemistry"
## [6781] "BBS MCGD"
## [6782] "DBBS"
## [6783] "Mathematics Statistics and Computer Science"
## [6784] "Medical Clinical Psychology"
## [6785] "Mechanical engineering"
## [6786] "Experimental Psychology"
## [6787] "Chemistry"
## [6788] "Chemical Engineering"
## [6789] "Chemical Engineering"
## [6790] "Political Science"
## [6791] "Art History"
## [6792] "CHEM"
## [6793] "Computer Science"
## [6794] "Sociology"
## [6795] "Sociology"
## [6796] "Sociology"
## [6797] "Sociology"
## [6798] "Sociology"
## [6799] "Sociology"
## [6800] "Sociology"
## [6801] "Sociology"
## [6802] "Sociology"
## [6803] "Religion"
## [6804] "Religion"
## [6805] "Electrical and Computer Engineering"
## [6806] "cell and molecular biology"
## [6807] "Political Science"
## [6808] "American Culture"
## [6809] "Political Science"
## [6810] "Molecular Genetics and Microbiology"
## [6811] "Biological Sciences in Public Health PhD"
## [6812] "History"
## [6813] "Classical Studies"
## [6814] "GVPT"
## [6815] "Clinical Psychology"
## [6816] "Political science"
## [6817] "Classical Studies"
## [6818] "Anthropology"
## [6819] "History"
## [6820] "American Studies"
## [6821] "Management"
## [6822] "Cell And Moleculer Biology"
## [6823] "Theology"
## [6824] "Art history"
## [6825] "Political Science"
## [6826] "Sociology"
## [6827] "Sociology"
## [6828] "Sociology"
## [6829] "Sociology"
## [6830] "political science"
## [6831] "political science"
## [6832] "Cancer Biology"
## [6833] "MCB"
## [6834] "BCMB"
## [6835] "Classics"
## [6836] "Communication"
## [6837] "Communication"
## [6838] "Communication Arts Sciences"
## [6839] "CAMB"
## [6840] "Philosophy"
## [6841] "Neurobiology"
## [6842] "Driskill Graduate Program"
## [6843] "Neurobiology"
## [6844] "Sociology PhD"
## [6845] "Molecular Biosciences"
## [6846] "Political Science"
## [6847] "Political Science"
## [6848] "Political Science"
## [6849] "Political Science"
## [6850] "Political Science"
## [6851] "Political Science"
## [6852] "Political Science"
## [6853] "Communication"
## [6854] "english"
## [6855] "History"
## [6856] "Theology"
## [6857] "History of Art"
## [6858] "Ecology Evolutionary Biology and Behavior"
## [6859] "History"
## [6860] "Political Science"
## [6861] "Anthropology"
## [6862] "Chemistry"
## [6863] "History"
## [6864] "Religious Studies"
## [6865] "Art History"
## [6866] "Molecular Genetics and Microbiology"
## [6867] "Biomedical Sciences"
## [6868] "Bible"
## [6869] "Chemistry"
## [6870] "Political Science"
## [6871] "Political Science"
## [6872] "School psychology"
## [6873] "Religious Studies"
## [6874] "History"
## [6875] "History"
## [6876] "Political Science"
## [6877] "Politics"
## [6878] "Political Science"
## [6879] "Political Science"
## [6880] "Political Science"
## [6881] "Political Science"
## [6882] "Immunology"
## [6883] "Communication"
## [6884] "Religious Studies"
## [6885] "chemistry"
## [6886] "history"
## [6887] "Politics"
## [6888] "PhD in Biomedical Sciences"
## [6889] "Comparative Literature"
## [6890] "Chemistry Biochemistry"
## [6891] "Molecular Physiology"
## [6892] "Biomedical Sciences BMS"
## [6893] "Sociology"
## [6894] "History"
## [6895] "Philosophy"
## [6896] "Philosophy"
## [6897] "BIMS"
## [6898] "Political science"
## [6899] "Religion"
## [6900] "Sociology"
## [6901] "Middle Eastern Islamic Studies"
## [6902] "Religious Studies"
## [6903] "Psychology"
## [6904] "BBSP"
## [6905] "Physics"
## [6906] "Chemistry"
## [6907] "Education"
## [6908] "Biology"
## [6909] "Neuroscience PhD"
## [6910] "Neuroscience PhD"
## [6911] "Chemistry"
## [6912] "Sociology"
## [6913] "Sociology"
## [6914] "Sociology"
## [6915] "Physics"
## [6916] "Pharmaceutical Sciences"
## [6917] "Biomedical Sciences"
## [6918] "Molecular Engineering"
## [6919] "Materials Science and Engineering"
## [6920] "Electrical engineering"
## [6921] "Medical Scientist Training Program"
## [6922] "Comparative Studies in Literature and Culture"
## [6923] "CSE"
## [6924] "Cognition and cognitive neuroscience"
## [6925] "Neuroscience"
## [6926] "Electrical Computer Engineering"
## [6927] "Computer Science Engineering"
## [6928] "Biostatistics"
## [6929] "Pathobiology and Molecular Medicine"
## [6930] "Neuroscience and Cognitive Science"
## [6931] "Mechanical Engineering"
## [6932] "History"
## [6933] "MechE"
## [6934] "Biochemistry"
## [6935] "Business Administration Management"
## [6936] "Chemical Engineering"
## [6937] "Chemical Engineering"
## [6938] "Business Administration"
## [6939] "Cell and Molecular Biology"
## [6940] "MSTP"
## [6941] "Psychology"
## [6942] "Political Science"
## [6943] "Math"
## [6944] "History"
## [6945] "GMS PiBS"
## [6946] "accounting PhD"
## [6947] "Biochemistry"
## [6948] "BioS"
## [6949] "Chemical Engineering"
## [6950] "Chemical Engineering"
## [6951] "Biology"
## [6952] "Chemistry"
## [6953] "Genetics"
## [6954] "Bioengineering"
## [6955] "Ecology and Evolutionary Biology"
## [6956] "Chemistry"
## [6957] "Faculty of Computer Science"
## [6958] "Industrial and Systems Engineering"
## [6959] "Psychology"
## [6960] "Sociology"
## [6961] "School of IC"
## [6962] "Plant Biology"
## [6963] "Chemistry"
## [6964] "Chemistry"
## [6965] "Chemistry"
## [6966] "Engineering"
## [6967] "Physics"
## [6968] "Biomedical Engineering"
## [6969] "Laboratory Medicine and Pathology"
## [6970] "Mechanical Engineering"
## [6971] "Geological Sciences"
## [6972] "Psychology"
## [6973] "History"
## [6974] "Biomedical Engineering"
## [6975] "Chemistry"
## [6976] "Operations Management Kelley"
## [6977] "Hearing and Speech Sciences"
## [6978] "BMS Biochemistry"
## [6979] "Social Policy and Practice"
## [6980] "Linguistics Sociolinguistics"
## [6981] "History"
## [6982] "sciense"
## [6983] "Criminology Law and Society"
## [6984] "History"
## [6985] "History"
## [6986] "Graduate Education Interdisciplinary Program in Biomedical Sciences"
## [6987] "Computer Science"
## [6988] "Sociology"
## [6989] "Media"
## [6990] "History"
## [6991] "Environmental Engineering"
## [6992] "History"
## [6993] "Mechanical Engineering"
## [6994] "Clinical Science"
## [6995] "Cinema and Media Studies"
## [6996] "History"
## [6997] "Carnegie Institute of Technology"
## [6998] "Chemistry"
## [6999] "Mechanical Engineering"
## [7000] "Biomedical Engineering"
## [7001] "Economics"
## [7002] "Economics"
## [7003] "Chemistry"
## [7004] "sociology"
## [7005] "Criminology"
## [7006] "Genetics"
## [7007] "Chemistry"
## [7008] "Chemistry"
## [7009] "Psychology MA"
## [7010] "chemistry"
## [7011] "Chemistry MS"
## [7012] "Sociology"
## [7013] "Psychology"
## [7014] "Institute for Molecular Engineering"
## [7015] "phD"
## [7016] "Ecology Behavior Evolution"
## [7017] "Materials"
## [7018] "Chemistry"
## [7019] "Chemistry"
## [7020] "Chemistry"
## [7021] "Neuroscience"
## [7022] "Medical Sociology"
## [7023] "Plant and soil science Master's of science"
## [7024] "NSF Fellowship"
## [7025] "Chemical Engineering"
## [7026] "Chemical Engineering"
## [7027] "Engineering"
## [7028] "Chemical Engineering"
## [7029] "Sociology"
## [7030] "Mechanical Engineering"
## [7031] "Electrical Engineering"
## [7032] "electrical engineering"
## [7033] "Neuroscience"
## [7034] "Biology"
## [7035] "Biomedical Engineering"
## [7036] "Chemistry and Biochemistry"
## [7037] "Chemistry"
## [7038] "Family Human Development"
## [7039] "Economics"
## [7040] "Material science and engineering"
## [7041] "Biomedical Science"
## [7042] "GBS CMDB"
## [7043] "Human Development"
## [7044] "Nuclear Science and Engineering"
## [7045] ""
## [7046] "Chemical Engineering"
## [7047] "Chemical Engineering"
## [7048] "Viterbi school of Engineering"
## [7049] "Computer Science"
## [7050] "school of natural resources and the environment"
## [7051] "Electrical engineering and computer science"
## [7052] "Computer Science"
## [7053] "Computer Science"
## [7054] "Chemical and Biomolecular Engineering"
## [7055] "Sports Medicine"
## [7056] "Mechanical Engineering"
## [7057] "ECE"
## [7058] "School of Forestry and Environmental Studies"
## [7059] "Economics"
## [7060] "Pathology PhD"
## [7061] "BME"
## [7062] "Hispanic Languages and Literature"
## [7063] "Physiology Biophysics"
## [7064] "Neuroscience"
## [7065] "History"
## [7066] "Philosophy"
## [7067] "comparative literature"
## [7068] "Policy and Planning"
## [7069] "Political Science"
## [7070] "Mathematics"
## [7071] "Anthropology"
## [7072] "Economics"
## [7073] "Art History"
## [7074] "Biomedical Sciences"
## [7075] "Physics"
## [7076] "Physics"
## [7077] "Business"
## [7078] "English"
## [7079] "English"
## [7080] "English"
## [7081] "English"
## [7082] "English"
## [7083] "English"
## [7084] "English"
## [7085] "English"
## [7086] "English"
## [7087] "English"
## [7088] "English"
## [7089] "English"
## [7090] "English"
## [7091] "English"
## [7092] "English"
## [7093] "English"
## [7094] "English"
## [7095] "English"
## [7096] "English"
## [7097] "English"
## [7098] "English"
## [7099] "English"
## [7100] "English"
## [7101] "English"
## [7102] "English"
## [7103] "English"
## [7104] "Computer science"
## [7105] "Engineering"
## [7106] "Program in Molecular and Cellular Biosciences"
## [7107] "Automotive Engineering"
## [7108] "Cell and Molecular Biology"
## [7109] "Biochemistry"
## [7110] "Music"
## [7111] "math"
## [7112] "Electrical Computer Engineering"
## [7113] "Management"
## [7114] "Neuroscience and Cognitive Science"
## [7115] "Romance Studies"
## [7116] "MSTP"
## [7117] "MANE"
## [7118] "Materials Science PhD"
## [7119] "Psychology CBS"
## [7120] "Petroleum Engineering"
## [7121] "Biological Sciences"
## [7122] "GSBS"
## [7123] "Communication"
## [7124] "Chemistry"
## [7125] "Civil and Environmental Engineering"
## [7126] "English"
## [7127] "Civil Engineering"
## [7128] "religious studies"
## [7129] "Interdisciplinary Theatre Studies"
## [7130] "History"
## [7131] "sociology"
## [7132] "History"
## [7133] "history"
## [7134] "university of iowa"
## [7135] "East Asian Languages and Literature"
## [7136] "East Asian Languages and Literature"
## [7137] "Watson School of Biological Sciences"
## [7138] "history"
## [7139] "Asian Languages and Cultures"
## [7140] "Geology"
## [7141] "history"
## [7142] "chemical engineering"
## [7143] "History"
## [7144] "History"
## [7145] "Theology"
## [7146] "Aerospace Engineering"
## [7147] "Religious Studies"
## [7148] "Germanic Studies"
## [7149] "geographic medicine"
## [7150] "History"
## [7151] "Graduate Division of Religious Studies"
## [7152] "Graduate Division of Religious Studies"
## [7153] "Philosophy"
## [7154] "French and Italian"
## [7155] "Biological Chemistry"
## [7156] "Transportation Technology and Policy"
## [7157] "Chemistry"
## [7158] "Electrical and Computer Engineering"
## [7159] "Business"
## [7160] "Math"
## [7161] "Neuroscience"
## [7162] "Pharmacology and Toxicology"
## [7163] "Biosciences PhD"
## [7164] "MGM"
## [7165] "Neuroscience"
## [7166] "Cultural Studies"
## [7167] "Nutrition"
## [7168] "Sociology"
## [7169] "Neuroscience"
## [7170] "Anthropology"
## [7171] "Biology"
## [7172] "Mechanical Engineering"
## [7173] "Mechanical Engineering"
## [7174] "Environmental Engineering"
## [7175] "Math CS"
## [7176] "Epidemiology"
## [7177] "Cell and Developmental Biology"
## [7178] "Graduate Group in Applied Mathematics"
## [7179] "Mathematics"
## [7180] "Computer Science"
## [7181] "Computer Science"
## [7182] "Chemistry"
## [7183] "Chemistry"
## [7184] "Women's Gender and Sexuality Studies"
## [7185] "Biomedical Engineering"
## [7186] "Political Science"
## [7187] "Anthropology"
## [7188] "microbiology"
## [7189] "Comparative Literature"
## [7190] "Sociology"
## [7191] "Biostatistics"
## [7192] "physics"
## [7193] "Chemical Engineering"
## [7194] "Political Science"
## [7195] "English"
## [7196] "Microbiology and Molecular Genetics"
## [7197] "Neuroscience"
## [7198] "History"
## [7199] "Sociology"
## [7200] "Environmental Health Sciences"
## [7201] "Chemical Engineering"
## [7202] "Nutrition and Health Sciences"
## [7203] "Immunology and Molecular Pathogenesis"
## [7204] "Religion"
## [7205] "English"
## [7206] "MD PhD"
## [7207] "Microbiology"
## [7208] "chemistry"
## [7209] "Biomedical Engineering"
## [7210] "Chemistry"
## [7211] "Comparative Lit"
## [7212] "Art History"
## [7213] "Cancer Biology"
## [7214] "Chemistry"
## [7215] "Microbiology and Molecular Genetics"
## [7216] "Art History"
## [7217] "Anthropology"
## [7218] "Computer Science"
## [7219] "Chemical and Biomolecular Engineering"
## [7220] "Electrical Engineering"
## [7221] "Molecular and Cellular Biology"
## [7222] "Counseling and Higher Education"
## [7223] "Communication"
## [7224] "School of Media and Communication"
## [7225] "Higher education and student affairs"
## [7226] "Chemical and Biochemical Engineering"
## [7227] "Art History"
## [7228] "American Culture Studies"
## [7229] "School of Media and Communication"
## [7230] "Media and Communication"
## [7231] "Computer Science"
## [7232] "Education"
## [7233] "Marine Science Conservation"
## [7234] "Geophysics"
## [7235] "Civil Engineering"
## [7236] "Electrical Engineering"
## [7237] "Nutrition"
## [7238] "chemical engineering"
## [7239] "EEB"
## [7240] "EECS"
## [7241] "Dev and cell"
## [7242] "Education"
## [7243] "physics"
## [7244] "Biosciences"
## [7245] "Brain and Cognitive Sciences"
## [7246] "English"
## [7247] "Chemistry"
## [7248] "Mechanical Engineering"
## [7249] "Mechanical Aerospace Engineering"
## [7250] "Electrical and Computer Engineering"
## [7251] "Mechanical Engineering"
## [7252] "Health Policy Management"
## [7253] "Epidemiology"
## [7254] "Nutrition"
## [7255] "Nutrition"
## [7256] "Computer Science"
## [7257] "Materials Science and Engineering"
## [7258] "English"
## [7259] "public health"
## [7260] "Linguistics"
## [7261] "Electrical Engineering"
## [7262] "Bioengineering"
## [7263] "Chemistry"
## [7264] "Comparative Literature"
## [7265] "Ece"
## [7266] "speech language hearing sciences"
## [7267] "Chinese"
## [7268] "Psychology"
## [7269] "Chemistry"
## [7270] "Performance Studies"
## [7271] "microbiology"
## [7272] "Teacher's College"
## [7273] "Material Science and Engineering"
## [7274] "Economics"
## [7275] "Applied Psychology Human Development"
## [7276] "College of Communications"
## [7277] "Physics and Astronomy"
## [7278] "Physics and Astronomy"
## [7279] "public policy"
## [7280] "History"
## [7281] "Religious Studies"
## [7282] "history"
## [7283] "Graduate Program in International Studies"
## [7284] "Social Behavioral Sciences"
## [7285] "electrical engineering"
## [7286] "Sociology"
## [7287] "Computational and Mathematical Engineering"
## [7288] "Department of English"
## [7289] "Physics"
## [7290] "History"
## [7291] "Biomedical Engineering"
## [7292] "Sociology"
## [7293] "Business"
## [7294] "Rosenstiel School of Marine and Atmospheric Sciences"
## [7295] "English"
## [7296] "Sociology"
## [7297] "Epidemiology"
## [7298] "Sociology"
## [7299] "Sociology"
## [7300] "Economics"
## [7301] "Sociology"
## [7302] "Business"
## [7303] "Neuroscience"
## [7304] "Social Behavioral Sciences"
## [7305] "Computer Science"
## [7306] "Natural Resources"
## [7307] "Business"
## [7308] "Chemical Engineering"
## [7309] "Biomedical Sciences"
## [7310] "Psychology"
## [7311] "Natural Resources"
## [7312] "Chemical and Biomolecular Engineering"
## [7313] "Cell Biology"
## [7314] "Economics"
## [7315] "Chemistry"
## [7316] "Biomedical Sciences"
## [7317] "biological sciences"
## [7318] "Management"
## [7319] "Operations Research Center"
## [7320] "Latin American Caribbean and US Latino Studies"
## [7321] "Latin American Caribbean and US Latino Studies"
## [7322] "Chemistry"
## [7323] "biomedical engineering"
## [7324] "Earth and Environmental Science"
## [7325] "Philosophy"
## [7326] "Chemistry"
## [7327] "English"
## [7328] "Neuroscience"
## [7329] "Math"
## [7330] "Applied Physics"
## [7331] "Neuroscience"
## [7332] "Chemistry"
## [7333] "Chemistry"
## [7334] "Pharmacology and Cancer Biology"
## [7335] "Biomedical Sciences"
## [7336] "College of Medicine Biomedical Sciences"
## [7337] "Mechanical Engineering"
## [7338] "Electrical and Computer Engineering"
## [7339] "Civil Engineering"
## [7340] "Civil Engineering"
## [7341] "Political Science"
## [7342] "Chemistry"
## [7343] "Economics"
## [7344] "Chemistry"
## [7345] "Foreign Languages and Literatures"
## [7346] "marine science"
## [7347] "Political Science"
## [7348] "History"
## [7349] "History"
## [7350] "History"
## [7351] "History"
## [7352] "History"
## [7353] "Slavic Languages Literatures"
## [7354] "Communication Studies"
## [7355] "Institute of Child Development"
## [7356] "Institute of Child Development"
## [7357] "Institute of Child Development"
## [7358] "Materials Science and Engineering"
## [7359] "Accounting"
## [7360] "Physics"
## [7361] "Mechanical Engineering"
## [7362] "Mechanical Engineering"
## [7363] "Religion"
## [7364] "Anatomy and Cell Biology Phd"
## [7365] "Electrical Engineering and Computer Sciences"
## [7366] "English"
## [7367] "Chemistry"
## [7368] "Chemistry"
## [7369] "Psychology"
## [7370] "Comparative Literature"
## [7371] "Political Science"
## [7372] "Computer Engineering"
## [7373] "Psychology"
## [7374] "Materials Science"
## [7375] "Medicinal Chemistry"
## [7376] "School of Biological and Population Health Sciences"
## [7377] "city regional planning"
## [7378] "ICES"
## [7379] "German"
## [7380] "Computer Science"
## [7381] "Program in Biomedical Sciences"
## [7382] "Chemical Engineering"
## [7383] "school of journalism and mass communication"
## [7384] "Music"
## [7385] "Art"
## [7386] "Informatics"
## [7387] "Journalism and Mass Communication"
## [7388] "IGSP"
## [7389] "IGSP"
## [7390] "IGSP"
## [7391] "sociology"
## [7392] "School of Psychology"
## [7393] "Marketing PhD"
## [7394] "Biosciences"
## [7395] "Aerospace Engineering"
## [7396] "Physics and Astronomy"
## [7397] "Divinity School"
## [7398] "Statistics"
## [7399] "Biomedical Informatics"
## [7400] "Materials science"
## [7401] "Biochemistry Cell Biology"
## [7402] "Applied physics"
## [7403] "Chemistry"
## [7404] "Higher Education"
## [7405] "Business"
## [7406] "Chemical Engineering"
## [7407] "Mechanical Engineering"
## [7408] "Classics"
## [7409] "Chemistry"
## [7410] "Chemistry"
## [7411] "Chemistry"
## [7412] "Gender Studies"
## [7413] "Political Science"
## [7414] "History"
## [7415] "Sociology"
## [7416] "Department of Counseling Higher Education and Special Education"
## [7417] "English"
## [7418] "OEAS"
## [7419] "Chemical Biology"
## [7420] "Psychology"
## [7421] "Political Science"
## [7422] "Business"
## [7423] "Biomedical Engineering"
## [7424] "Physics"
## [7425] "Institute of Molecular Engineering"
## [7426] "german"
## [7427] "Biomedical Engineering"
## [7428] "Mechanical Engineering"
## [7429] "Chemistry"
## [7430] "Biological Biomedical Science"
## [7431] "electrical and computer engineering"
## [7432] "Bioengineering"
## [7433] "Physics"
## [7434] "Biomedical Engineering"
## [7435] "Sociology"
## [7436] "History"
## [7437] "Petroleum Engineering"
## [7438] "Chemistry"
## [7439] "Biology PhD program"
## [7440] "Mass Communication"
## [7441] "Political Science"
## [7442] "American Culture Studies"
## [7443] "Linguistics"
## [7444] "English"
## [7445] "Sociology"
## [7446] "Linguistics"
## [7447] "Biochemistry"
## [7448] "Anthropology"
## [7449] "Biology"
## [7450] "Health Services Research"
## [7451] "Philosophy"
## [7452] "Computational Biology"
## [7453] "EECS"
## [7454] "Political Science"
## [7455] "Mat Sci"
## [7456] "Genetics and Genomics"
## [7457] "Chemical Biology"
## [7458] "Sociology"
## [7459] "Anthropology"
## [7460] "Anthropology"
## [7461] "physics"
## [7462] "Cell Biology"
## [7463] "Communication Studies"
## [7464] "History of Science Technology and Medicine"
## [7465] "Physics"
## [7466] "MBIDP"
## [7467] "Computer Science"
## [7468] "Computer Science"
## [7469] "Computer Science"
## [7470] "Computer Science"
## [7471] "Computer Science"
## [7472] "Civil Engineering"
## [7473] "electrical and computer engineering"
## [7474] "MAE"
## [7475] "Scripps Institution of Oceanography"
## [7476] "Civil Engineering"
## [7477] "Microbiology and Immunology"
## [7478] "Phd Public Policy"
## [7479] "Physics"
## [7480] "Institute of Optics"
## [7481] "GSPH EOH"
## [7482] "Political Science"
## [7483] "Political Science"
## [7484] "Political Science"
## [7485] "Microbiology"
## [7486] "Cell and Molecular Biology"
## [7487] "GMCB"
## [7488] "Electrical and Computer Engineering"
## [7489] "Sociology"
## [7490] "Psychology"
## [7491] "Personal Financial Planning"
## [7492] "Music"
## [7493] "Physics"
## [7494] "Integrated Life Sciences"
## [7495] "Physics"
## [7496] "Physics"
## [7497] "Chemistry"
## [7498] "Chemistry"
## [7499] "Astronomy"
## [7500] "Astronomy"
## [7501] "Astronomy"
## [7502] "materials"
## [7503] "History"
## [7504] "Economics"
## [7505] "Biomedical Engineering"
## [7506] "CLINICAL HEALTH PSYCHOLOGY"
## [7507] "Art Art History Visual Studies"
## [7508] "Psychology"
## [7509] "Psychology"
## [7510] "Immunology"
## [7511] "Romance"
## [7512] "phd leadership"
## [7513] "Fuqua School of Business"
## [7514] "Medical Physics"
## [7515] "Molecular and Cellular Biology"
## [7516] "Graduate Program in Religion"
## [7517] "Immunology"
## [7518] "Physics"
## [7519] "Medical Physics"
## [7520] "Pharmacology"
## [7521] "Economics"
## [7522] "Biology"
## [7523] "Mechanical Engineering and Materials Science"
## [7524] "Cell Biology"
## [7525] "Pharmacology and Cancer Biology"
## [7526] "Romance Studies"
## [7527] "Religion"
## [7528] "Chemistry"
## [7529] "Music"
## [7530] "Music"
## [7531] "Chemistry"
## [7532] "Economics"
## [7533] "Economics"
## [7534] "Sociology"
## [7535] "English"
## [7536] "Cognitive Neuroscience Admitting Program"
## [7537] "Mechanical Engineering"
## [7538] "DGP Life Sciences"
## [7539] "Pharmacology Cancer Biology Graduate School"
## [7540] "Education"
## [7541] "Education"
## [7542] "Education"
## [7543] "Microbiology Immunology"
## [7544] "Biomedical Informatics"
## [7545] "BBS"
## [7546] "BBS"
## [7547] "Materials Science Engineering"
## [7548] "BBS"
## [7549] "Division of Medical Sciences Biological Biomedical Sciences"
## [7550] "Chemistry and Biochemistry"
## [7551] "Chemistry and Chemical Biology"
## [7552] "The Integrative Molecular and Biomedical Sciences Graduate Program"
## [7553] "Mechanical Engineering"
## [7554] "Biology"
## [7555] "Cell Biology and Physiology"
## [7556] "Mathematics"
## [7557] "Computational Biology and Medicine"
## [7558] "Chemistry"
## [7559] "Veterinary Physiology Pharmacology"
## [7560] "Mathematics Program in Neuroscience"
## [7561] "Psychology and Neuroscience"
## [7562] "Economics"
## [7563] "Chemistry"
## [7564] "School of Public Policy"
## [7565] "Civil Engineering"
## [7566] "Food science and human nutrition"
## [7567] "economics"
## [7568] "psychological sciences"
## [7569] "Chemical Engineering"
## [7570] "Materials Science and Engineering"
## [7571] "economics"
## [7572] "Bioengineering"
## [7573] "Physics"
## [7574] "Civil Engineering"
## [7575] "Molecular and Cellular Biology"
## [7576] "chemical engineering"
## [7577] "Program in Biomedical Sciences"
## [7578] "Economics"
## [7579] "Economics"
## [7580] "integrative biology"
## [7581] "Cognitive Neuroscience Admitting Program"
## [7582] "computer science and engineering"
## [7583] "electrical engineering"
## [7584] "Chemistry"
## [7585] "Biomedical Engineering"
## [7586] "Material Science Engineering"
## [7587] "Economics"
## [7588] "integrative molecular and biomedical sciences"
## [7589] "Biochemistry"
## [7590] "Economics"
## [7591] "electrical and computer engineering"
## [7592] "materials science and engineering"
## [7593] "Comparative Literature"
## [7594] "College of Education Exceptional Education"
## [7595] "oceanography"
## [7596] "Aeronautics Astronautics"
## [7597] "Materials Science"
## [7598] "Mathematics"
## [7599] "philosophy"
## [7600] "MSE"
## [7601] "Economics"
## [7602] "Molecular and Human Genetics"
## [7603] "Bioengineering"
## [7604] "developmental biology"
## [7605] "Mechanical Engineering"
## [7606] "Computational Science and Engineering"
## [7607] "Sociology"
## [7608] "Mechanical Engineering"
## [7609] "Materials Science and Engineering"
## [7610] "Electrical and Computer Engineering"
## [7611] "Medicinal Chemistry"
## [7612] "Materials"
## [7613] "materials science"
## [7614] "ECE"
## [7615] "Institue of Biosciences and Technology"
## [7616] "Integrative Molecular and Biomedical Sciences"
## [7617] "Immunology"
## [7618] "Program in Chemical Biology"
## [7619] "Materials Science and Engineering"
## [7620] "Chemical Engineering"
## [7621] "MSE"
## [7622] "medical microbiology and immunology"
## [7623] "materials science and engineering"
## [7624] "deveopmental biology"
## [7625] "Psychology"
## [7626] "English"
## [7627] "Environmental Science and Technology"
## [7628] "Electrical Engineering and Computer Science"
## [7629] "mse"
## [7630] "Molecular and Human Genetics"
## [7631] "Neuroscience"
## [7632] "Biological and Biomedical Sciences"
## [7633] "Chemistry"
## [7634] "Chemical Engineering"
## [7635] "Developmental biology"
## [7636] "CSL"
## [7637] "Neuroscience"
## [7638] "Chemistry or Biology"
## [7639] "biomedical engineering"
## [7640] "Biology"
## [7641] "Materials Science and Engineering"
## [7642] "IMBS"
## [7643] "Mathematics"
## [7644] "Neuroscience"
## [7645] "English"
## [7646] "Engineering Sciences and Applied Mathematics"
## [7647] "Biomedical Engineering"
## [7648] "Materials Science and Engineering"
## [7649] "Bioengineering"
## [7650] "Mathematics"
## [7651] "Materials Science and Engineering"
## [7652] "Mechanical and Aerospace Engineering"
## [7653] "Materials Science and Engineering"
## [7654] "Materials Science and Engineering"
## [7655] "Materials Science and Engineering"
## [7656] "Materials Science and Engineering"
## [7657] "Materials Science and Engineering"
## [7658] "Materials Science and Engineering"
## [7659] "materials science engineering"
## [7660] "Mechanical and Aerospace Engineering"
## [7661] "Economics"
## [7662] "MSE"
## [7663] "Molecular Microbiology"
## [7664] "Rossier School of Education PhD"
## [7665] "Bioengineering"
## [7666] "Biochemistry"
## [7667] "Interdepartmental moleculer and biomedical sciences"
## [7668] "IMBS"
## [7669] "Chemistry"
## [7670] "Microbiology"
## [7671] "Biochemistry"
## [7672] "Physiology"
## [7673] "Chemical Engineering"
## [7674] "Chemistry"
## [7675] "Mathematics"
## [7676] "Chemistry"
## [7677] "Materials"
## [7678] "mechanical engineering"
## [7679] "Neuroscience"
## [7680] "Biology"
## [7681] "Politics"
## [7682] "Politics"
## [7683] "Politics"
## [7684] "Politics"
## [7685] "Immunology"
## [7686] "School of Environment"
## [7687] "Sociology"
## [7688] "Psychology"
## [7689] "Molecular Genetics and Microbiology MGM"
## [7690] "Neuroscience"
## [7691] "electrical systems"
## [7692] "Chemistry"
## [7693] "Computer Science"
## [7694] "Religion"
## [7695] "Religion"
## [7696] "Religion"
## [7697] "school of education"
## [7698] "Biology"
## [7699] "Biochemistry Cell and Developmental Biology"
## [7700] "Biomedical Graduate Studies Neuroscience"
## [7701] "Neuroscience"
## [7702] "Psychology"
## [7703] "chemistry"
## [7704] "GDBBS"
## [7705] "Epidemiology"
## [7706] "Geography"
## [7707] "Curriculum and Instruction"
## [7708] "Curriculum and Instruction"
## [7709] "History"
## [7710] "Curriculum and Instruction"
## [7711] "Curriculum and Instruction"
## [7712] "Curriculum and Instruction"
## [7713] "Curriculum and Instruction"
## [7714] "Materials science"
## [7715] "Geography"
## [7716] "Chemistry"
## [7717] "Chemistry"
## [7718] "Chemistry"
## [7719] "Chemistry"
## [7720] "Geography"
## [7721] "MD PhD Medical Scientist Training Program"
## [7722] "Materials Science and Engineering"
## [7723] "Meteorology and Physical Oceanography"
## [7724] "History"
## [7725] "Public History"
## [7726] "Curriculum and Instruction"
## [7727] "Public Health"
## [7728] "Education"
## [7729] "Civil Engineering"
## [7730] "Entomology Dept Molecular Biology based research"
## [7731] "psychology"
## [7732] "Microbiology Immunology and Cancer Biology"
## [7733] "Neuroscience"
## [7734] "Materials Science and Engineering"
## [7735] "Medical School Biomedical Graduate Studies"
## [7736] "Mechanical Engineering and Materials Science"
## [7737] "Economics"
## [7738] "Molecular Biology"
## [7739] "Physics and Astronomy PhD"
## [7740] "Materials Science and Engineering"
## [7741] "Microbiology"
## [7742] "Computer Science Engineering"
## [7743] "Chemical and Biomolecular Engineering"
## [7744] "Sociology"
## [7745] "Physics"
## [7746] "Robotics Institute"
## [7747] "ece"
## [7748] "Social science"
## [7749] "Electrical and Computer Engineering"
## [7750] "Graduate School of Education"
## [7751] "Graduate School of Education"
## [7752] "Graduate Program Biology Chemistry"
## [7753] "Graduate School of Education Educational Lingustics"
## [7754] "Medical Scientist Training Program MD PhD program"
## [7755] "Medical Scientist Training Program MD PhD program"
## [7756] "Medical Scientist Training Program MD PhD program"
## [7757] "Medical Scientist Training Program MD PhD program"
## [7758] "Biochemistry Neuroscience"
## [7759] "Cancer Biology"
## [7760] "Sociology"
## [7761] "Graduate School of Education"
## [7762] "Graduate School of Education"
## [7763] "chemical engineering"
## [7764] "sociology"
## [7765] "Mechanical Engineering"
## [7766] "Educational Linguistics"
## [7767] "microbiology"
## [7768] "Mechanical engineering"
## [7769] "GDBBS BCDB"
## [7770] "Policy Analysis"
## [7771] "Electrical engineering"
## [7772] "NINDS"
## [7773] "NINDS"
## [7774] "microbiology"
## [7775] "microbiology"
## [7776] "Physics"
## [7777] "Biosciences"
## [7778] "Computer Science"
## [7779] "Chemical and Biomolecular Engineering"
## [7780] "Biology Johns Hopkins Partnership Program"
## [7781] "Biology Johns Hopkins Partnership Program"
## [7782] "Biology Johns Hopkins Partnership Program"
## [7783] "Biology Johns Hopkins Partnership Program"
## [7784] "Biology Johns Hopkins Partnership Program"
## [7785] "Biology Johns Hopkins Partnership Program"
## [7786] "chemical engineering"
## [7787] "Biological Resources Engineering"
## [7788] "Electrical Engineering"
## [7789] "Computer Science"
## [7790] "Transnational Studies"
## [7791] "Economics"
## [7792] "Biological Resources Engineering"
## [7793] "Biological Resources Engineering"
## [7794] "Cell and Molecular Biology"
## [7795] "Social and Political Science"
## [7796] "Genetics"
## [7797] "Materials Science and Engineering"
## [7798] "Materials Science and Engineering"
## [7799] "developmental and stem cell biology"
## [7800] "Algorithms Combinatorics Optimization"
## [7801] "Developmental and Stem Cell Biology"
## [7802] "Computational Biology and Bioinformatics"
## [7803] "Computational Biology and Bioinformatics"
## [7804] "Computational Biology and Bioinformatics"
## [7805] "Aerospace Engineering"
## [7806] "Physics"
## [7807] "Cell and Molecular Biology"
## [7808] "Biomedical Engineering"
## [7809] "Neuroscience IDP"
## [7810] "Chemistry"
## [7811] "Biology"
## [7812] "Bioengineering"
## [7813] "Biochemistry"
## [7814] "GMB"
## [7815] "Biomedical Engineering"
## [7816] "BBSP"
## [7817] "Computational Biology Bioinformatics"
## [7818] "Molecular Biology"
## [7819] "Program in Computational Biology and Bioinformatics"
## [7820] "Aerospace Engineering"
## [7821] "Computer Science"
## [7822] "Computer Science"
## [7823] "Biomedical Engineering"
## [7824] "Chemical Engineering"
## [7825] "Engineering Mechanics"
## [7826] "Astronomy"
## [7827] "Astronomy"
## [7828] "Astronomy"
## [7829] "Astronomy"
## [7830] "Astronomy"
## [7831] "ECE"
## [7832] "Ecology and Evolution"
## [7833] "Ecology and Evolution"
## [7834] "Ecology and Evolutionary Biology"
## [7835] "Behavioral Neuroscience"
## [7836] "Communication"
## [7837] "Biology"
## [7838] "Astronomy"
## [7839] "Neurosciences"
## [7840] "Materials Science and Engineering"
## [7841] "Chemistry"
## [7842] "EBIO"
## [7843] "Quantitative and Computational Biology"
## [7844] "Biomedical Engineering"
## [7845] "Mechanical Engineering"
## [7846] "Epidemiology"
## [7847] "Biomedical Engineering"
## [7848] "Aerospace Engineering"
## [7849] "Computer Science"
## [7850] "Aerospace Engineering"
## [7851] "Neuroscience"
## [7852] "Graduate School of Education"
## [7853] "Aerospace Engineering"
## [7854] "aerospace engineering"
## [7855] "Mechanical Engineering"
## [7856] "Math"
## [7857] "Biology"
## [7858] "Computer Science"
## [7859] "Biochemistry"
## [7860] "Chemical Engineering"
## [7861] "Biomedical Engineering"
## [7862] "Chemical Engineering"
## [7863] "Biomedical Engineering"Visualise most common departments
library(wordcloud)
library(RColorBrewer)
library(wordcloud2)
library(tm)
text <- edu$Department
docs <- Corpus(VectorSource(text))
docs <- tm_map(docs, removePunctuation)
docs <- tm_map(docs, stemDocument) #stemmed text to remove plurals as separate cases (eg., sciences & science are the same)
docs <- tm_map(docs, removeWords, stopwords("english")) #remove words like 'and'
docs <- tm_map(docs, content_transformer(tolower))
dtm <- TermDocumentMatrix(docs)
matrix <- as.matrix(dtm)
words <- sort(rowSums(matrix), decreasing = TRUE)
df <- data.frame(word = names(words), freq = words)
set.seed(1234) # for reproducibility
wordcloud(words = df$word, freq = df$freq, min.freq = 1, max.words = 200, random.order = FALSE,
rot.per = 0.35, colors = brewer.pal(8, "Dark2"))
## another visualization
barplot(df[1:10, ]$freq, las = 2, names.arg = df[1:10, ]$word, col = "lightblue",
main = "Most frequent words", ylab = "Word frequencies")
# findAssocs(dtm, terms = 'science', corlimit = 0.3) sticking with the top 10
# words to create dept. categories.Filter anything that doesn’t have one of the top departments in it
# not including science since captured in things like 'political science' and
# biology is a science yields 1740 observations
edu <- as.data.frame(edu)
edu$top_ten_depts <- grepl("Biology|Comput|Engineer|Biomed|English|Physic|Molecular|Materi",
edu$Department) #T/F return for any dept that is not in top 10
edu.filt <- subset(edu, top_ten_depts == "TRUE")Assign to groups
# edu.filt <- edu.filt %>% drop_na(University, Department)
library(stringr)
dept.label <- function(deptartment) {
out <- deptartment
for (i in 1:length(deptartment)) {
if (str_detect(deptartment[i], "Biology")) {
out[i] <- "Biology"
} else if (str_detect(deptartment[i], "Comput")) {
out[i] <- "Computing"
} else if (str_detect(deptartment[i], "Biomed")) {
out[i] <- "Biomedical"
} else if (str_detect(deptartment[i], "English")) {
out[i] <- "English"
} else if (str_detect(deptartment[i], "Physic")) {
out[i] <- "Physics"
} else if (str_detect(deptartment[i], "Molecular")) {
out[i] <- "Molecular"
} else if (str_detect(deptartment[i], "Materi")) {
out[i] <- "Materials Science"
} else {
out[i] <- "Other"
}
}
return(out)
}
edu.filt$label <- dept.label(edu.filt$Department)Visualize pay across to departments / other plots
edu.filt$Overall.Pay <- gsub("\\$", "", edu.filt$Overall.Pay)
edu.filt$Overall.Pay <- gsub(",", "", edu.filt$Overall.Pay)
edu.filt$Overall.Pay <- as.numeric(edu.filt$Overall.Pay)
pay.by.dept <- ggplot(edu.filt, aes(x = label, y = Overall.Pay)) + geom_boxplot(aes(fill = factor(label))) +
theme_bw() + ggtitle("Overall Pay by Department") + xlab("Area of Study") + ylab("Overall Pay") +
theme(axis.text.x = element_text(angle = 45))
print(pay.by.dept)
pay.by.yr <- ggplot(edu.filt, aes(x = Program.Year, y = Overall.Pay)) + geom_boxplot(aes(fill = factor(Program.Year))) +
theme_bw() + ggtitle("Overall Pay by Academic Year") + xlab("Program Year") +
ylab("Overall Pay")
print(pay.by.yr)
edu.filt.four.year <- filter(edu.filt, Program.Year <= 4) #1669 observations
pay.by.4yr <- ggplot(edu.filt.four.year, aes(x = Program.Year, y = Overall.Pay)) +
geom_boxplot(aes(fill = factor(Program.Year))) + facet_wrap(vars(label)) + theme_bw() +
ggtitle("Overall Pay: First 4 AYs") + xlab("Program Year") + ylab("Overall Pay")
print(pay.by.4yr)
ANOVA
library(formattable)
formattable(group_by(edu.filt.four.year, label) %>% summarise(count = n(), mean = mean(Overall.Pay,
na.rm = TRUE), sd = sd(Overall.Pay, na.rm = TRUE)))| label | count | mean | sd |
|---|---|---|---|
| Biology | 367 | 27037.69 | 7395.450 |
| Biomedical | 225 | 29911.55 | 5830.781 |
| Computing | 268 | 24964.99 | 7883.413 |
| English | 193 | 19436.11 | 6349.503 |
| Materials Science | 95 | 27767.79 | 6411.828 |
| Molecular | 68 | 29158.69 | 3677.384 |
| Other | 449 | 25961.86 | 7878.513 |
| Physics | 164 | 26242.87 | 7202.507 |
ggline(edu.filt.four.year, x = "label", y = "Overall.Pay", add = c("mean_se", "jitter"),
order = c("Biology", "Biomedical", "Computing", "English", "Materials Science",
"Molecular", "Physics", "Other"), ylab = "Overall Pay", xlab = "Department")
# Compute ANOVA
res.aov <- aov(Overall.Pay ~ label, data = edu.filt.four.year)
summary(res.aov)## Df Sum Sq Mean Sq F value Pr(>F)
## label 7 1.342e+10 1.917e+09 37.53 <2e-16 ***
## Residuals 1821 9.300e+10 5.107e+07
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1plot(res.aov, 1)
plot(res.aov, 2) # outliers, may affect HOV 
TukeyHSD(res.aov)## Tukey multiple comparisons of means
## 95% family-wise confidence level
##
## Fit: aov(formula = Overall.Pay ~ label, data = edu.filt.four.year)
##
## $label
## diff lwr upr p adj
## Biomedical-Biology 2873.8590 1037.7320 4709.9860 0.0000599
## Computing-Biology -2072.7033 -3815.1222 -330.2843 0.0075866
## English-Biology -7601.5781 -9529.7621 -5673.3941 0.0000000
## Materials Science-Biology 730.0974 -1766.1769 3226.3717 0.9872079
## Molecular-Biology 2120.9991 -742.0137 4984.0119 0.3235285
## Other-Biology -1075.8324 -2601.8341 450.1693 0.3898877
## Physics-Biology -794.8262 -2831.6735 1242.0210 0.9365631
## Computing-Biomedical -4946.5623 -6907.3517 -2985.7729 0.0000000
## English-Biomedical -10475.4371 -12603.0097 -8347.8646 0.0000000
## Materials Science-Biomedical -2143.7616 -4797.0722 509.5489 0.2172869
## Molecular-Biomedical -752.8599 -3753.7788 2248.0589 0.9949453
## Other-Biomedical -3949.6914 -5720.9488 -2178.4341 0.0000000
## Physics-Biomedical -3668.6853 -5895.2112 -1442.1593 0.0000173
## English-Computing -5528.8748 -7576.1233 -3481.6263 0.0000000
## Materials Science-Computing 2802.8007 213.4536 5392.1477 0.0231499
## Molecular-Computing 4193.7024 1249.1862 7138.2185 0.0004329
## Other-Computing 996.8709 -677.0509 2670.7927 0.6153148
## Physics-Computing 1277.8770 -872.0252 3427.7792 0.6176917
## Materials Science-English 8331.6755 5613.8477 11049.5033 0.0000000
## Molecular-English 9722.5772 6664.4658 12780.6885 0.0000000
## Other-English 6525.7457 4659.2292 8392.2622 0.0000000
## Physics-English 6806.7519 4503.7214 9109.7823 0.0000000
## Molecular-Materials Science 1390.9017 -2053.7371 4835.5405 0.9245413
## Other-Materials Science -1805.9298 -4254.8838 643.0242 0.3295628
## Physics-Materials Science -1524.9236 -4320.8923 1271.0451 0.7163922
## Other-Molecular -3196.8315 -6018.6807 -374.9823 0.0139061
## Physics-Molecular -2915.8253 -6043.5878 211.9371 0.0885928
## Physics-Other 281.0062 -1697.5633 2259.5756 0.9998753aov_residuals <- residuals(object = res.aov)
shapiro.test(x = aov_residuals) # data set violates normality ##
## Shapiro-Wilk normality test
##
## data: aov_residuals
## W = 0.98993, p-value = 5.908e-10kw.by.yr <- kruskal.test(Overall.Pay ~ label, data = edu.filt.four.year) #cause some of the ANOVA assumptions violated
DT <- dunnTest(Overall.Pay ~ label, data = edu.filt.four.year, method = "bh")
print(DT)## Comparison Z P.unadj P.adj
## 1 Biology - Biomedical -4.9170990 8.783612e-07 2.235829e-06
## 2 Biology - Computing 3.4272228 6.097886e-04 1.313391e-03
## 3 Biomedical - Computing 7.6500189 2.009498e-14 7.033241e-14
## 4 Biology - English 11.3573787 6.815915e-30 9.542281e-29
## 5 Biomedical - English 14.5365357 7.110092e-48 1.990826e-46
## 6 Computing - English 7.7799340 7.256241e-15 2.902496e-14
## 7 Biology - Materials Science -0.4639457 6.426867e-01 6.664899e-01
## 8 Biomedical - Materials Science 2.9662124 3.014922e-03 5.276114e-03
## 9 Computing - Materials Science -2.7535102 5.895993e-03 9.711047e-03
## 10 English - Materials Science -8.4837059 2.181327e-17 1.221543e-16
## 11 Biology - Molecular -2.5555767 1.060120e-02 1.649075e-02
## 12 Biomedical - Molecular 0.5704151 5.683962e-01 6.121190e-01
## 13 Computing - Molecular -4.5129000 6.394717e-06 1.492101e-05
## 14 English - Molecular -9.5535321 1.253482e-21 8.774371e-21
## 15 Materials Science - Molecular -1.7878546 7.379948e-02 1.033193e-01
## 16 Biology - Other 1.5386104 1.238994e-01 1.651993e-01
## 17 Biomedical - Other 6.4227484 1.338356e-10 4.163775e-10
## 18 Computing - Other -2.1648179 3.040164e-02 4.480241e-02
## 19 English - Other -10.4746964 1.128993e-25 1.053727e-24
## 20 Materials Science - Other 1.4316552 1.522425e-01 1.776163e-01
## 21 Molecular - Other 3.4249070 6.150098e-04 1.230020e-03
## 22 Biology - Physics 1.4458184 1.482281e-01 1.804517e-01
## 23 Biomedical - Physics 5.3775835 7.549220e-08 2.113782e-07
## 24 Computing - Physics -1.4078532 1.591745e-01 1.782755e-01
## 25 English - Physics -8.2301148 1.870342e-16 8.728262e-16
## 26 Materials Science - Physics 1.4674867 1.422437e-01 1.810374e-01
## 27 Molecular - Physics 3.2807991 1.035135e-03 1.932251e-03
## 28 Other - Physics 0.3017276 7.628597e-01 7.628597e-01Explore LW / Predict Pay from LW Ratio?
library(caTools)
edu.filt.four.year <- filter(edu.filt.four.year, LW.Ratio >= 0) # remove negative values
correlate <- cor(edu.filt.four.year$Overall.Pay, edu.filt.four.year$LW.Ratio, use = "na.or.complete")
scatter <- ggplot(edu.filt.four.year, aes(x = LW.Ratio, y = Overall.Pay, color = factor(label))) +
geom_point() + geom_jitter() + facet_grid(. ~ label) + xlab("LW Ratio") + ylab("Overall Pay") +
ggtitle("Relationship Between Overall Pay and LW Ratio by Department") + theme_bw() +
theme(axis.text.x = element_text(angle = 90), strip.text = element_text(face = "bold",
size = 5.5))
print(scatter)
scatter2 <- ggplot(edu.filt.four.year, aes(x = LW.Ratio, y = Overall.Pay, color = factor(label))) +
geom_point() + geom_jitter() + facet_grid(label ~ Program.Year) + xlab("LW Ratio by Program Year") +
ylab("Overall Pay") + ggtitle("Relationship Between Overall Pay and LW Ratio by Department") +
theme_bw() + theme(axis.text.x = element_text(angle = 90), strip.text = element_text(face = "bold",
size = 5.5))
print(scatter2)
# not yet splitting by test/train trialmod <- lm(Overall.Pay ~ LW.Ratio +
# factor(label), data=edu.filt.four.year) summary(trialmod)
# train prediction model
set.seed(123)
split <- sample.split(edu.filt.four.year$Overall.Pay, SplitRatio = 0.7)
train <- subset(edu.filt.four.year, split == T)
test <- subset(edu.filt.four.year, split == F)
model.pay <- lm(Overall.Pay ~ LW.Ratio, data = train)
summary(model.pay)##
## Call:
## lm(formula = Overall.Pay ~ LW.Ratio, data = train)
##
## Residuals:
## Min 1Q Median 3Q Max
## -9726.9 -2320.2 -577.2 2051.1 10185.7
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1531.9 369.9 4.142 3.67e-05 ***
## LW.Ratio 22041.3 315.3 69.901 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3416 on 1311 degrees of freedom
## Multiple R-squared: 0.7884, Adjusted R-squared: 0.7883
## F-statistic: 4886 on 1 and 1311 DF, p-value: < 2.2e-16test.pay <- predict(model.pay, test)
summary(test.pay)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 3736 22692 27541 26643 31288 46055# plot model
model.plot <- ggplot() + geom_point(aes(x = test$LW.Ratio, y = test$Overall.Pay),
color = "red") + geom_line(aes(x = train$LW.Ratio, y = predict(model.pay, train)),
color = "blue") + ggtitle("Pay vs. LW Ratio") + xlab("LW Ratio") + ylab("Overall Pay")
model.plot
Resources
# http://www.sthda.com/english/wiki/text-mining-and-word-cloud-fundamentals-in-r-5-simple-steps-you-should-know
# https://towardsdatascience.com/create-a-word-cloud-with-r-bde3e7422e8a
# https://amunategui.github.io/stringdist/
# https://medium.com/my-datascience-journal/using-string-distance-to-group-text-variables-in-r-aa6d0f9226a6